{"id":"W4416528486","doi":"10.1053/j.gastro.2025.11.017","title":"Reply","year":2025,"lang":"en","type":"article","venue":"Gastroenterology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McMaster University; Population Health Research Institute","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002137599,0.0008287142,0.0009386914,0.001232046,0.002585331,0.004061846,0.001686149,0.02892584,0.0329649],"category_scores_gemma":[0.02310447,0.000656712,0.001501578,0.0007823925,0.001788065,0.002923849,0.002657716,0.02508906,0.02281201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397399,"about_ca_system_score_gemma":0.002850513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004308285,"about_ca_topic_score_gemma":0.005700307,"domain_scores_codex":[0.998257,0.0004085416,0.0001860724,0.0002835769,0.0004810818,0.0003837018],"domain_scores_gemma":[0.9925835,0.002769188,0.0003811196,0.0003007722,0.002562713,0.00140269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002889197,0.000006436705,0.000291449,0.00002693297,0.000009063629,0.0002073575,0.00003467076,0.00001073399,0.00004915125,0.0004574217,0.9966158,0.002262052],"study_design_scores_gemma":[0.0000603868,0.000027513,0.001165599,0.0001313283,0.00003011537,0.0004861387,0.0003188666,0.0000534674,0.0001339273,0.001851268,0.9957071,0.00003429745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000351395,0.001638252,0.00009110407,0.8896533,0.1038626,0.00001732434,0.0001324621,0.00004265143,0.004211002],"genre_scores_gemma":[0.002028851,0.0007652302,0.000116338,0.9436186,0.03321763,0.00003885505,0.00008683872,0.00003169794,0.02009594],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9670351,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007509796558201811,"score_gpt":0.2569404568813641,"score_spread":0.2494306603231623,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}