{"id":"W2949328593","doi":"10.1111/codi.14731","title":"Reduction in surgical stoma rates in Crohn's disease: a population‐based time trend analysis","year":2019,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; University of Calgary","funders":"Crohn's and Colitis Canada; Canadian Association of Gastroenterology","keywords":"Medicine; Stoma (medicine); Incidence (geometry); Population; Mortality rate; Surgery; Ileostomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001271807,0.0001974927,0.0003327407,0.001678885,0.0001883853,0.0006550174,0.000373594,0.0004275968,0.000888559],"category_scores_gemma":[0.003127639,0.0001790957,0.0006846896,0.003435623,0.0001533249,0.0004741218,0.0002994359,0.0005563224,0.000131304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009207508,"about_ca_system_score_gemma":0.001033907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05421343,"about_ca_topic_score_gemma":0.05119959,"domain_scores_codex":[0.9993463,0.0001353787,0.00009168906,0.0001810062,0.0001544815,0.00009105036],"domain_scores_gemma":[0.9980468,0.0002572426,0.0009555778,0.0001059228,0.0005105989,0.0001237759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370037,0.00002002416,0.9952992,0.00003591626,0.0001884311,0.00002581923,0.00005217324,0.0002040348,0.0001139091,0.00002881769,0.0002902875,0.003604241],"study_design_scores_gemma":[0.000006407816,0.0000630334,0.998654,0.000009269353,0.00005874776,0.00006047935,0.00007540844,0.0007091495,0.00003577741,0.00001274147,0.0003118471,0.000003184232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929766,0.001621462,0.0005090358,0.0002625317,0.00001732351,0.00002048341,0.003863239,0.00003157956,0.0006977061],"genre_scores_gemma":[0.9961133,0.0005818564,0.0004931306,0.00004496878,0.00001861974,0.00001717207,0.002560794,0.000005171767,0.0001649301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05421343,"threshold_uncertainty_score":0.1077958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003936142159397237,"score_gpt":0.2385593326497837,"score_spread":0.2346231904903865,"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."}}