{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021834,0.0001177352,0.0004177464,0.0009424912,0.00008226126,0.000004878641,0.0003193608,0.00006038629,0.00001174353],"category_scores_gemma":[0.0003500601,0.00009275185,0.0003170632,0.0006074253,0.00006302098,0.00005141247,0.00002039383,0.0001520447,7.089974e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073723,"about_ca_system_score_gemma":0.0003935369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.17921,"about_ca_topic_score_gemma":0.9661554,"domain_scores_codex":[0.9979829,0.0004232432,0.0007137342,0.000107758,0.0003851143,0.0003873105],"domain_scores_gemma":[0.9977645,0.000119782,0.001177186,0.0001931994,0.0005649317,0.0001804542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645279,0.0001661982,0.9626369,0.00006185467,0.0003086901,0.000006200664,0.0006447549,0.0008367723,0.0000184342,0.00006679339,0.03499425,0.00009466208],"study_design_scores_gemma":[0.001742637,0.0005601714,0.9962016,0.0001577973,0.0001969691,5.999835e-7,0.0002110889,0.0003747409,0.0000056203,0.00005947449,0.0004478636,0.0000414813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915797,0.00001271992,0.00001118168,0.006414948,0.000413671,0.0006255215,0.0008849931,0.000002127032,0.00005516179],"genre_scores_gemma":[0.9984717,0.00007745466,0.00002142295,0.001204344,0.00005180505,0.00001528505,0.0001182156,0.0000142114,0.00002559607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7869454,"threshold_uncertainty_score":0.8262557,"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."}}