{"id":"W4391873248","doi":"10.1093/jcag/gwad061.296","title":"A296 ENDOSCOPIC RETROGRADE CHOLANGIOPANCREATOGRAPHY AND PRIMARY SCLEROSING CHOLANGITIS: A RETROSPECTIVE STUDY OF A HIGH-VOLUME PROGRAMME","year":2024,"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 Toronto; Toronto Liver Centre","funders":"","keywords":"Endoscopic retrograde cholangiopancreatography; Primary sclerosing cholangitis; Medicine; Volume (thermodynamics); Retrospective cohort study; General surgery; Radiology; Gastroenterology; Internal medicine; Pancreatitis; Physics","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":[0.0006537526,0.0001156264,0.0005064893,0.0004868413,0.0000633306,0.00003580495,0.0001259038,0.00009566789,0.00001533304],"category_scores_gemma":[0.0001940435,0.00008796688,0.0002035276,0.0003215579,0.00008167503,0.00009837764,0.00002489498,0.0004143596,3.824598e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006387046,"about_ca_system_score_gemma":0.0002790712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008154701,"about_ca_topic_score_gemma":0.07599374,"domain_scores_codex":[0.9984996,0.0001953159,0.0004832404,0.0001400418,0.0003734898,0.0003083012],"domain_scores_gemma":[0.9988664,0.00002706087,0.0005072354,0.0001381538,0.0002820137,0.0001791249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001251479,0.0001623243,0.9959288,0.00006271162,0.0007563591,0.00002309723,0.0008042672,0.000001383853,0.0005977738,0.00001791443,0.001211004,0.0003091901],"study_design_scores_gemma":[0.002447182,0.003381474,0.9924771,0.0002221962,0.0004747408,0.0001389357,0.0005468378,0.00000659997,0.00002094103,0.00008172063,0.0001685136,0.0000337437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946599,0.0002895915,0.000005960652,0.004189199,0.0003675775,0.0003638127,0.00002941788,0.00000814802,0.00008636952],"genre_scores_gemma":[0.9992784,0.00004751075,0.0001872238,0.0002798604,0.0001056563,0.000005073989,0.000004075524,0.00001553598,0.00007666588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06783904,"threshold_uncertainty_score":0.9984501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008121964675522394,"score_gpt":0.2208792160862776,"score_spread":0.2127572514107552,"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."}}