{"id":"W2794180220","doi":"10.1093/jcag/gwy008.108","title":"A107 POSTOPERATIVE OUTCOMES AMONG USTEKINUMAB TREATED CROHN’S DISEASE PATIENTS: A MULTICENTRE CANADIAN PROVINCIAL EXPERIENCE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Surgery; Laparotomy; Ustekinumab; Perioperative; Prednisone; Azathioprine; Perforation; Crohn's disease; Infliximab; Internal medicine; Disease","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":[0.0008135786,0.0003233643,0.000478752,0.001459335,0.001980083,0.001266374,0.0006303825,0.0004509984,0.001489879],"category_scores_gemma":[0.003114959,0.0003035395,0.0004763588,0.003746178,0.0007171684,0.0003500935,0.0007664644,0.0005230047,0.0001836926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008334435,"about_ca_system_score_gemma":0.01236922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7061557,"about_ca_topic_score_gemma":0.7823659,"domain_scores_codex":[0.9987092,0.000143393,0.0001297786,0.0001653602,0.0004745044,0.0003776999],"domain_scores_gemma":[0.9962469,0.0003972526,0.001445282,0.0001297491,0.001038527,0.0007422416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001380674,0.0000846522,0.9889054,0.0001055099,0.00004127468,0.0009554959,0.001193749,0.00004695156,0.0002413164,0.00005717305,0.0007428317,0.007487589],"study_design_scores_gemma":[0.00001734611,0.0001842357,0.9938079,0.0000961616,0.00004518163,0.00181406,0.002290217,0.0001300702,0.00009819859,0.00001916861,0.001475871,0.00002164679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996096,0.001655058,0.0000657606,0.0001896673,0.00001189692,0.00003885741,0.0007039903,0.000004440833,0.001234482],"genre_scores_gemma":[0.9968388,0.001855194,0.0001438166,0.000142488,0.00002046409,0.00001280263,0.0007463801,0.00000619464,0.000233913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2938443,"threshold_uncertainty_score":0.5911496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003675449551478896,"score_gpt":0.2077693077768593,"score_spread":0.2040938582253804,"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."}}