Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 -0.20 Neutral 0.80 0.24 Medical Ethics
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -1.00 Mild negative 0.80 1.00 Academic Integrity
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
openai/gpt-oss-120b:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/qwen/qwen3-30b-a3b-fp8 lite @cf/qwen/qwen3-30b-a3b-fp8 lite google/gemma-3-27b-it:free lite openai/gpt-oss-120b:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND ND ND
ND Medical journal says the case reports it has published for 25 years are fiction (retractionwatch.com)
179 points by Tomte 5 days ago | 67 comments on HN ~lite vlite-2.0
Summary ~lite
Medical journal admits 25 years of publishing fictional case reports.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 269 HN snapshots · 65 evals
+1 0 −1 HN
Audit Trail 85 entries
2026-03-07 19:16 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-07 19:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-07 19:10 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 19:10 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 19:06 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 19:06 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 17:41 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 17:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-07 17:34 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 17:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 17:29 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 17:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 17:13 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 16:50 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 16:17 rate_limit Rate limited (429), retrying in 52s - -
2026-03-07 15:20 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 15:15 rate_limit Rate limited (429), retrying in 70s - -
2026-03-07 15:10 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 15:05 rate_limit Rate limited (429), retrying in 49s - -
2026-03-07 14:59 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 14:54 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 14:49 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 14:49 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 14:49 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 04:49 self_throttle Self-throttle: circuit-breaker: 3 consecutive 429s - -
2026-03-07 04:44 self_throttle Self-throttle: circuit-breaker: 4 consecutive 429s - -
2026-03-06 22:45 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-06 22:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-06 17:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-06 17:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-06 04:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 21:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 17:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 08:07 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-05 07:28 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 04:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 04:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 04:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 04:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-05 04:22 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) +0.04
reasoning
Medical journal correction case
2026-03-05 04:19 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) -0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 04:17 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) -0.04
reasoning
Medical journal correction case
2026-03-05 04:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 03:44 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Medical journal correction case
2026-03-05 03:40 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 03:05 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Medical journal correction case
2026-03-05 02:57 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) -0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 02:22 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) +0.04
reasoning
Medical journal correction case
2026-03-05 02:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 01:49 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) -0.04
reasoning
Medical journal correction case
2026-03-05 01:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 01:37 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) -0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 01:09 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) +0.09
reasoning
Medical journal correction case
2026-03-05 01:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 00:55 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) -0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 00:35 eval Evaluated by llama-3.3-70b-wai: -0.11 (Mild negative) -0.05
reasoning
Medical journal correction case
2026-03-05 00:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-05 00:06 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 23:54 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Medical journal correction case
2026-03-04 23:49 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Medical journal correction case
2026-03-04 23:29 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 23:23 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 23:11 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) +0.05
reasoning
Medical journal correction case
2026-03-04 22:41 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 22:36 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 22:29 eval Evaluated by llama-3.3-70b-wai: -0.11 (Mild negative) -0.03
reasoning
Medical journal correction case
2026-03-04 21:59 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 21:54 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Medical journal correction case
2026-03-04 21:22 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 21:19 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) +0.03
reasoning
Medical journal correction case
2026-03-04 20:39 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 20:39 eval Evaluated by llama-3.3-70b-wai: -0.11 (Mild negative) 0.00
reasoning
Medical journal correction case
2026-03-04 20:06 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 20:05 eval Evaluated by llama-3.3-70b-wai: -0.11 (Mild negative) 0.00
reasoning
Medical journal correction case
2026-03-04 19:14 eval Evaluated by llama-3.3-70b-wai: -0.11 (Mild negative) 0.00
reasoning
Medical journal correction case
2026-03-04 19:12 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) -0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 19:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.16
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 18:13 eval Evaluated by llama-3.3-70b-wai: -0.11 (Mild negative) -0.03
reasoning
Medical journal correction case
2026-03-04 18:06 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 16:46 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Medical journal correction case
2026-03-04 16:39 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) +0.03
reasoning
Medical journal correction case
2026-03-04 16:39 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 15:59 eval Evaluated by llama-3.3-70b-wai: -0.11 (Mild negative) 0.00
reasoning
Medical journal correction case
2026-03-04 15:57 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative)
reasoning
The content discusses a medical journal's admission that its case reports for 25 years were fictional, which relates to
2026-03-04 15:55 eval Evaluated by llama-3.3-70b-wai: -0.11 (Mild negative)
reasoning
Medical journal correction case