{"id":"W2912086583","doi":"10.1093/ecco-jcc/jjy222.109","title":"DOP75 Surgery and hospitalisations rates in inflammatory bowel disease patients in the Québec provincial database from 199–6 to 2015","year":2019,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Medical prescription; Inflammatory bowel disease; Ulcerative colitis; Internal medicine; Patient registry; Prescription drug; Disease; Reimbursement; Colectomy; Pediatrics; Health care","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006555729,0.0002791244,0.0005002717,0.001926433,0.0009300679,0.001158802,0.0009277968,0.0003927377,0.005088873],"category_scores_gemma":[0.004605515,0.0002792786,0.0008171853,0.005690122,0.0002491734,0.0004431741,0.0005627514,0.0006204634,0.000500226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02249954,"about_ca_system_score_gemma":0.01339339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897362,"about_ca_topic_score_gemma":0.9907174,"domain_scores_codex":[0.9990614,0.0001029409,0.0001298982,0.0002108707,0.0002753752,0.0002194746],"domain_scores_gemma":[0.9956594,0.0003887468,0.001202379,0.0001551677,0.002045709,0.0005486115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001947243,0.00003767663,0.9709756,0.0002278069,0.0002678647,0.00009154935,0.0001672246,0.0006732281,0.0001269142,0.0001710454,0.01991145,0.007154917],"study_design_scores_gemma":[0.0000310412,0.00001686505,0.993439,0.0001074649,0.00005447818,0.00007073396,0.0001891844,0.0009509072,0.0000532757,0.00002377518,0.005048798,0.0000145809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6394036,0.004034702,0.0004647471,0.001071223,0.00006194451,0.0002383904,0.346776,0.0001227132,0.007826734],"genre_scores_gemma":[0.9274859,0.001235522,0.0006001885,0.0004904939,0.00002949234,0.0001789614,0.06709117,0.00001925046,0.002868937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02249954,"threshold_uncertainty_score":0.1632464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004968752882741706,"score_gpt":0.2227898230987103,"score_spread":0.2178210702159686,"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."}}