{"id":"W4407285639","doi":"10.1093/jcag/gwae059.235","title":"A235 DETERMINANTS AND OUTCOMES OF EARLY CHOLECYSTECTOMY FOR GALLSTONE PANCREATITIS IN BRITISH COLUMBIA.","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pancreatitis; Cholecystectomy; General surgery; Medicine; Internal medicine; Gastroenterology","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":[0.0002390756,0.0002297033,0.0002766103,0.0008533343,0.000978392,0.0008995758,0.0007747603,0.0004441777,0.002899677],"category_scores_gemma":[0.001597713,0.0002723015,0.0002696796,0.002131985,0.0003714277,0.0002330434,0.0008194584,0.0007034725,0.0003072995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004330104,"about_ca_system_score_gemma":0.005013934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7835289,"about_ca_topic_score_gemma":0.8488398,"domain_scores_codex":[0.9995869,0.00004086435,0.00004154414,0.00006619768,0.0001062972,0.0001581512],"domain_scores_gemma":[0.9980863,0.0001407455,0.0006614886,0.00005555429,0.0004346981,0.0006210644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004644518,0.00002197123,0.998064,0.00001375525,0.00001467241,0.0001286322,0.00006394483,0.00002338076,0.00009956148,0.000008389065,0.0003562326,0.001159125],"study_design_scores_gemma":[0.000003735156,0.00001326814,0.9991857,0.0000208178,0.000009244979,0.0001161497,0.0003489006,0.00009614986,0.00001658002,0.000009210122,0.0001770098,0.000003284597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972008,0.0004504444,0.00002693617,0.000191753,0.00000857464,0.0000145911,0.001201532,0.000003720541,0.0009016495],"genre_scores_gemma":[0.9988165,0.0001858242,0.00002909145,0.00006067326,0.000004679891,0.00000854303,0.0005808538,0.000001968947,0.0003117896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164711,"threshold_uncertainty_score":0.4354919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005502043341413978,"score_gpt":0.2433158206628682,"score_spread":0.2378137773214542,"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."}}