{"id":"W2565678439","doi":"10.1097/mib.0000000000000993","title":"Risk of Surgery and Mortality in Elderly-onset Inflammatory Bowel Disease","year":2016,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Winnipeg; University of Toronto; Institute of Health Services and Policy Research; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Inflammatory bowel disease; Disease; Internal medicine; Surgery; Gastroenterology; Intensive care medicine","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":[0.0002123192,0.0001352502,0.0001883954,0.0004118306,0.0003125935,0.0002908913,0.0001701876,0.0001944665,0.0008144353],"category_scores_gemma":[0.0009832011,0.00008947544,0.0002396631,0.0005760143,0.0001630402,0.0001133782,0.0002245746,0.0002728119,0.00007909451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009100309,"about_ca_system_score_gemma":0.0009694697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1373616,"about_ca_topic_score_gemma":0.1872837,"domain_scores_codex":[0.99983,0.00002753639,0.000013528,0.00002323031,0.00004883537,0.00005678411],"domain_scores_gemma":[0.9993124,0.00004549999,0.0003261006,0.00001831181,0.0001246804,0.0001729603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003034711,0.000003778061,0.9987876,0.000006437604,0.00001650423,0.00005426492,0.00001696126,0.00002876617,0.00002769209,0.000006636606,0.0001299601,0.0008911281],"study_design_scores_gemma":[0.000002347249,0.00001153487,0.9995178,0.000008890609,0.000009416496,0.0001270894,0.00003683748,0.00009809688,0.000008821296,0.00001362498,0.0001646237,9.260905e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959599,0.002291135,0.00006568632,0.000223982,0.0000095695,0.00000583008,0.0006067268,0.000004057682,0.0008331366],"genre_scores_gemma":[0.9989284,0.0005431366,0.00003776848,0.00002903971,0.00001380719,0.000002100903,0.000360079,5.515469e-7,0.00008511169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373616,"threshold_uncertainty_score":0.2731241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979963835757863,"score_gpt":0.2384640440374055,"score_spread":0.2286644056798269,"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."}}