{"id":"W2792096982","doi":"10.1093/jcag/gwy008.065","title":"A64 PERFORMING ERCP AT A CANADIAN ACADEMIC INSTITIUATION: QUALITY PROCEDURES START WITH THE RIGHT INDICATION.","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Guideline; Observational study; Gold standard (test); Audit; Adverse effect; Clinical Practice; Medical physics; General surgery; Surgery; Radiology; Family medicine; Pancreatitis","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":[0.004141928,0.0002871983,0.0004512708,0.002429311,0.002393049,0.002689668,0.0009884745,0.0008162751,0.006873402],"category_scores_gemma":[0.02463964,0.0002973687,0.0005193225,0.006197652,0.001398868,0.001092644,0.001485799,0.0007203278,0.0009748306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01560613,"about_ca_system_score_gemma":0.04493158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6365616,"about_ca_topic_score_gemma":0.7685542,"domain_scores_codex":[0.9912742,0.001337568,0.001316268,0.0008105069,0.004291827,0.0009696982],"domain_scores_gemma":[0.9706908,0.002799353,0.009043751,0.0008141961,0.01444758,0.002204343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006221215,0.0000914944,0.7570331,0.007406923,0.000265249,0.002413113,0.003061474,0.000162633,0.002842861,0.003349467,0.0699602,0.1527914],"study_design_scores_gemma":[0.00004408728,0.0001388656,0.8673164,0.003194291,0.0002220901,0.002579864,0.004508125,0.0002749499,0.0008890283,0.0005617517,0.1202008,0.00006981081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6878864,0.1153954,0.00637403,0.04133579,0.002498496,0.002263827,0.02046048,0.00024251,0.1235429],"genre_scores_gemma":[0.951068,0.02267388,0.006965138,0.00909332,0.0005351763,0.0003213277,0.002755182,0.00005124884,0.006536871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3634384,"threshold_uncertainty_score":0.7311575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187284852814991,"score_gpt":0.2581154634235255,"score_spread":0.2462426148953756,"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."}}