{"id":"W3007509215","doi":"10.1093/jcag/gwz047.247","title":"A248 WHAT IS THE MINIMUM TRAINING STANDARD FOR POINT OF CARE INTESTINAL ULTRASOUND? A SINGLE CENTER, PROSPECTIVE, OBSERVATIONAL STUDY TO DEFINE TRAINING STANDARDS","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Observational study; Gold standard (test); Colonoscopy; Magnetic resonance imaging; Ulcerative colitis; Ultrasound; Prospective cohort study; Inflammatory bowel disease; Radiology; Physical therapy; Disease; Surgery; Internal medicine; Colorectal cancer","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":[0.01011965,0.0002498757,0.0006346315,0.001234657,0.0006823828,0.001281756,0.0008402886,0.0009646087,0.001172867],"category_scores_gemma":[0.02881397,0.0002800908,0.0006936305,0.001220183,0.0008037114,0.001452329,0.0006745118,0.0007284839,0.0002447134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008565672,"about_ca_system_score_gemma":0.001044229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153345,"about_ca_topic_score_gemma":0.002424825,"domain_scores_codex":[0.9931147,0.00259328,0.001152163,0.001106533,0.001536374,0.0004970263],"domain_scores_gemma":[0.9636731,0.01267294,0.01660672,0.001628045,0.003346043,0.00207314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092036,0.00008371782,0.9983735,0.00001483951,0.00003004824,0.00001678206,0.0001088421,0.00003424487,0.00009675698,0.00001481772,0.00007948332,0.001037606],"study_design_scores_gemma":[0.00001591233,0.0005950948,0.9981286,0.00002372672,0.00003009168,0.0001181244,0.0004066259,0.0004275437,0.00008134957,0.00002157209,0.0001460553,0.000005510851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986418,0.0002705597,0.000471924,0.00009977829,0.00001015806,0.000042956,0.000156525,0.000005041915,0.0003012937],"genre_scores_gemma":[0.99934,0.00003887989,0.0003052417,0.0000409608,0.00001232676,0.00004049761,0.0001863099,0.000001953812,0.00003386552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011965,"threshold_uncertainty_score":0.05351847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07392396831407035,"score_gpt":0.3295968541814088,"score_spread":0.2556728858673384,"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."}}