{"id":"W4408986899","doi":"10.1053/j.gastro.2025.03.023","title":"Reply","year":2025,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"Centre Scientifique et Technique du Bâtiment; Army Medical University; Crohn's and Colitis Canada; Natural Science Foundation of Chongqing","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003526802,0.00130476,0.001740308,0.001369119,0.007653233,0.007692979,0.002450751,0.09610379,0.02953034],"category_scores_gemma":[0.02234878,0.001400629,0.002006544,0.0008964501,0.003214562,0.003525488,0.00387873,0.04499492,0.02333882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00598821,"about_ca_system_score_gemma":0.006787653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669766,"about_ca_topic_score_gemma":0.02582073,"domain_scores_codex":[0.996168,0.0007348777,0.0003236575,0.0005379034,0.001052357,0.001183257],"domain_scores_gemma":[0.9932682,0.002307874,0.0005051568,0.0002723061,0.001507904,0.002138569],"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":[0.00003180536,0.000009702777,0.0002841078,0.00002214163,0.00001143806,0.0007291645,0.0000644645,0.00001752535,0.00006088982,0.0006318347,0.9964018,0.001735003],"study_design_scores_gemma":[0.0001044896,0.0000369676,0.001513592,0.0002257872,0.00003736753,0.0007585501,0.0004775803,0.0001311652,0.0001499564,0.003657059,0.9928403,0.0000672457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003224081,0.001265823,0.000064328,0.9468979,0.04373226,0.00002534036,0.00009000341,0.00004742507,0.007554602],"genre_scores_gemma":[0.001357294,0.0003667196,0.00006796399,0.9601084,0.01557992,0.00003704125,0.00003987141,0.00002705538,0.02241578],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9704697,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206626977817703,"score_gpt":0.2430620819788095,"score_spread":0.2309958122006325,"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."}}