{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001446599,0.0002129127,0.0002234138,0.0003628797,0.0000383917,0.000035359,0.0001538845,0.00009889528,0.0004881303],"category_scores_gemma":[0.00009222871,0.0002254933,0.0002642529,0.0006196358,0.00004994939,0.0000160292,0.00006118425,0.00008423124,0.00009155231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009273404,"about_ca_system_score_gemma":0.0002024382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003092822,"about_ca_topic_score_gemma":0.0001644112,"domain_scores_codex":[0.9984034,0.0002197199,0.0003001147,0.0005647448,0.0002005602,0.0003114481],"domain_scores_gemma":[0.9990991,0.00001639401,0.00008008943,0.0003892797,0.00003620398,0.000378921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006038842,0.0003462821,0.9773157,0.00004459983,0.00006524998,0.0009470342,0.00001251167,0.01162185,0.003258257,0.00002720319,0.0001004048,0.0002220304],"study_design_scores_gemma":[0.001347764,0.0000315313,0.98469,0.00001922621,0.0001402466,7.479364e-7,0.000009516741,0.0131197,0.0001839252,0.00004758333,0.000129384,0.000280393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986978,0.0002236916,0.000002950736,0.00005478362,0.00008307103,0.0004674561,0.0001724738,0.00002634329,0.0002714538],"genre_scores_gemma":[0.9966146,0.000006680315,0.00001667926,0.00004004944,0.00008154297,0.0001112746,0.002561699,0.00002503722,0.0005423805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007374251,"threshold_uncertainty_score":0.919535,"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."}}