{"id":"W4323353460","doi":"10.1093/jcag/gwac036.076","title":"A76 PHYSICIANS PERCEIVED VALUE OF COMPUTED TOMOGRAPHY SCANS FOR INFLAMMATORY BOWEL DISEASE PATIENTS IN THE EMERGENCY DEPARTMENT: A SURVEY OF CANADIAN PHYSICIANS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Ottawa Hospital","funders":"","keywords":"Medicine; Specialty; Inflammatory bowel disease; Emergency department; Ulcerative colitis; Computed tomography; Emergency medicine; Disease; Internal medicine; General surgery; Radiology; Family medicine; Nursing","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":[0.001581874,0.0002077056,0.0002720213,0.001203455,0.001992851,0.001064176,0.0007446276,0.0005826415,0.002783302],"category_scores_gemma":[0.008184418,0.0002476533,0.0003017097,0.003012588,0.0007501353,0.0004718674,0.0006409336,0.0006647006,0.0002498545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0133748,"about_ca_system_score_gemma":0.0144714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9420241,"about_ca_topic_score_gemma":0.9445317,"domain_scores_codex":[0.9979754,0.0002479528,0.0001452097,0.0002038162,0.0008987158,0.0005288329],"domain_scores_gemma":[0.9928141,0.0008981288,0.001849119,0.00009124407,0.00254248,0.001804948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005028669,0.00005433664,0.9917362,0.0000688856,0.00001547829,0.0001002923,0.002847965,0.00003758986,0.0001383266,0.00004221201,0.001661009,0.003247295],"study_design_scores_gemma":[0.00000675891,0.00004374399,0.9925463,0.00004051414,0.00000667021,0.00008694282,0.006067937,0.0001336453,0.00002895509,0.000009289399,0.001018452,0.00001071927],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942262,0.0003078783,0.00004256205,0.001152783,0.00001193617,0.00003766509,0.00178384,0.000004310972,0.002432871],"genre_scores_gemma":[0.9985818,0.0002882061,0.0001062745,0.0003506194,0.000009781001,0.00001719532,0.0003891703,0.000001488695,0.0002556244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05797589,"threshold_uncertainty_score":0.1166346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184326562615136,"score_gpt":0.2390129635951452,"score_spread":0.2271696979689939,"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."}}