{"id":"W4316084546","doi":"10.14309/01.ajg.0000857384.32313.c4","title":"S186 Variation in Colectomy Rates in Ulcerative Colitis","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colectomy; Ulcerative colitis; MEDLINE; Cohort; Randomized controlled trial; Cohort study; Internal medicine; General surgery; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02034931,0.0007185123,0.00445872,0.01511024,0.0003735099,0.003086151,0.001187955,0.001471665,0.006983017],"category_scores_gemma":[0.0868376,0.0006270046,0.005226233,0.01941291,0.001350662,0.00206369,0.001297065,0.0007167882,0.0006406002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017301,"about_ca_system_score_gemma":0.006471468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004361111,"about_ca_topic_score_gemma":0.008131059,"domain_scores_codex":[0.9728457,0.007887651,0.01257356,0.002241668,0.004128261,0.0003230967],"domain_scores_gemma":[0.8455325,0.1188707,0.0279142,0.001577379,0.005662813,0.0004424349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0003945477,0.00001596144,0.01378516,0.8639427,0.01162658,0.0002196732,0.0005945195,0.0002490838,0.0003567111,0.0009284334,0.004433888,0.1034527],"study_design_scores_gemma":[0.0002271806,0.0004188477,0.06101695,0.8166338,0.04504019,0.001989322,0.001334309,0.0001510985,0.0005887084,0.001893487,0.0706342,0.00007206615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004404525,0.9907121,0.000274479,0.0009347042,0.0002091822,0.0001005665,0.002340938,0.0000159211,0.001007517],"genre_scores_gemma":[0.08078598,0.9123095,0.001805085,0.001937965,0.0005227081,0.0003823347,0.001962091,0.00002655171,0.000267744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02034931,"threshold_uncertainty_score":0.1076187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004487314162259057,"score_gpt":0.2355501118764766,"score_spread":0.2310627977142175,"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."}}