{"id":"W4323350998","doi":"10.1093/jcag/gwac036.127","title":"A127 TIMING OF CHOLECYSTECTOMY AFTER ENDOSCOPIC RETROGRADE CHOLANGIOPANCREATOGRAPHY IN A TERTIARY CENTRE: EVALUATION OF OUTCOMES","year":2023,"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":"University of Alberta","funders":"","keywords":"Cholecystectomy; Medicine; Endoscopic retrograde cholangiopancreatography; General surgery; Pancreatitis; Retrospective cohort study; Surgery","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":[0.001229739,0.0003401959,0.0004991241,0.00131182,0.000589472,0.001334213,0.0007288505,0.0005269448,0.001844083],"category_scores_gemma":[0.006254096,0.0002923239,0.0007169368,0.002161511,0.0004366027,0.0006684163,0.0009950796,0.0005924448,0.0002215879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713978,"about_ca_system_score_gemma":0.001500402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457943,"about_ca_topic_score_gemma":0.01391269,"domain_scores_codex":[0.9983819,0.000402933,0.0002302658,0.0002507051,0.0002942918,0.0004398753],"domain_scores_gemma":[0.989023,0.001364005,0.006602379,0.0002593973,0.001014143,0.001737068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008269031,0.00001570072,0.999441,0.0000055385,0.0000196145,0.00006325567,0.00002573568,0.00001802288,0.00003634235,0.000003606907,0.00002626749,0.0002622285],"study_design_scores_gemma":[0.000009863048,0.0002375862,0.9986497,0.00001380661,0.00003330449,0.000266038,0.0004521107,0.0002208051,0.00005829517,0.000008424767,0.00004487344,0.000005204187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999442,0.0001522352,0.00003792046,0.00003618054,0.000004900157,0.000009284226,0.0001311426,0.000002286661,0.0001839945],"genre_scores_gemma":[0.9997534,0.0000351973,0.00004288251,0.00001066133,0.000008963802,0.000004223638,0.0001192614,0.000001032007,0.0000244509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457943,"threshold_uncertainty_score":0.0289892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275451883840106,"score_gpt":0.2622612361505967,"score_spread":0.2495067173121956,"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."}}