{"id":"W4410348227","doi":"10.1093/ibd/izaf085","title":"Developing IBD Outcome Effect Size Thresholds to Inform Research, Guidelines, and Clinical Decisions","year":2025,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Outcome (game theory); Medicine; Inflammatory Bowel Diseases; Intensive care medicine; Inflammatory bowel disease; Internal medicine; Disease; Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.428297,0.001916298,0.003197932,0.0181802,0.001854504,0.01011486,0.004907939,0.00435299,0.005297903],"category_scores_gemma":[0.6551839,0.00154578,0.00564708,0.008228222,0.004609898,0.01251487,0.0106422,0.007096983,0.001067102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157943,"about_ca_system_score_gemma":0.01880097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114774,"about_ca_topic_score_gemma":0.003383226,"domain_scores_codex":[0.6242676,0.2820294,0.05220494,0.007083457,0.03068554,0.003729062],"domain_scores_gemma":[0.1996629,0.6644703,0.03815537,0.01863187,0.07538129,0.003698295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002775058,0.0007726315,0.08478194,0.03220129,0.002637684,0.000514931,0.05209006,0.0159836,0.003427546,0.1324475,0.05115791,0.6212099],"study_design_scores_gemma":[0.002702304,0.003730325,0.1096242,0.05738869,0.004752788,0.000959479,0.04537824,0.05821614,0.01251984,0.5799601,0.1236316,0.001136181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1280105,0.0105296,0.7199027,0.04865533,0.00177577,0.02968205,0.006022649,0.001421654,0.05399969],"genre_scores_gemma":[0.269106,0.001239157,0.6983825,0.002680051,0.0001715358,0.02641641,0.001481648,0.0001324505,0.0003901882],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.428297,"threshold_uncertainty_score":0.7050116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06615139838904854,"score_gpt":0.4156459208980736,"score_spread":0.3494945225090251,"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."}}