{"id":"W3135602226","doi":"10.1093/jcag/gwab002.121","title":"A123 DEFINING CROHN’S DISEASE STRICTURES USING INTESTINAL ULTRASOUND COMPARED TO HISTOPATHOLOGY","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Crohn's disease; Histopathology; Gold standard (test); Radiology; Anastomosis; Magnetic resonance imaging; Crohn disease; Ultrasound; Retrospective cohort study; Stenosis; Surgery; Disease; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002238161,0.00007448558,0.0002642686,0.0001750199,0.000108028,0.00001573493,0.0001441833,0.00004211303,0.00007206702],"category_scores_gemma":[0.001601934,0.00006357893,0.000185548,0.0001550922,0.00003562837,0.00003241656,0.00002964233,0.0001832903,0.000003903441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071203,"about_ca_system_score_gemma":0.001170617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009075648,"about_ca_topic_score_gemma":0.03865924,"domain_scores_codex":[0.9989012,0.0002033238,0.0003588634,0.00009321386,0.0002200708,0.0002232657],"domain_scores_gemma":[0.9981252,0.00007208093,0.0004520228,0.0001721875,0.0007301724,0.0004483133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001931151,0.00007199867,0.9918085,0.000009076004,0.00008983996,0.0001714097,0.00008721615,0.0007640463,0.001965526,0.0001031684,0.004700667,0.00003538173],"study_design_scores_gemma":[0.0006923471,0.0000940369,0.9968625,0.00006755462,0.0003605758,0.0004903539,0.00006456047,0.00007846463,0.00005702979,0.0001375535,0.001064284,0.00003077521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987582,0.00008052353,0.0004523912,0.01133129,0.000303066,0.00007830061,0.00005187706,0.000002742373,0.0001177787],"genre_scores_gemma":[0.9938202,0.000003541019,0.001211482,0.004742363,0.00007075455,0.000001413378,0.000009616295,0.000007289505,0.0001333294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03775168,"threshold_uncertainty_score":0.9788827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677030572958819,"score_gpt":0.2563477974697032,"score_spread":0.239577491740115,"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."}}