{"id":"W3008083353","doi":"10.1093/jcag/gwz047.273","title":"A274 EARLY SINGLE-OPERATOR CHOLANGIOSCOPY ASSISTED ELECTROHYDRAULIC LITHOTRIPSY (SOC-EHL) IN THE MANAGEMENT OF DIFFICULT BILIARY STONES IS COST-EFFECTIVE WHEN COMPARED TO A DELAYED STEP-UP APPROACH TO LATER SOC-EHL","year":2020,"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 Calgary; McGill University","funders":"","keywords":"Medicine; Lithotripsy; Adverse effect; Common bile duct; Bile duct; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006802527,0.0009878027,0.0032362,0.002067278,0.0002337996,0.002075474,0.000929477,0.001304533,0.005666433],"category_scores_gemma":[0.02028034,0.0008665171,0.01098632,0.001766816,0.0004675506,0.001132179,0.000969781,0.001253178,0.0002191911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00340101,"about_ca_system_score_gemma":0.005679645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435497,"about_ca_topic_score_gemma":0.01159485,"domain_scores_codex":[0.9938437,0.004535956,0.0004195806,0.0005098118,0.0003698696,0.0003211729],"domain_scores_gemma":[0.9801189,0.01729218,0.001684482,0.0001750159,0.0004286011,0.0003009265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.03288636,0.001390098,0.04112111,0.04854967,0.09012343,0.0007153509,0.0001371039,0.6558751,0.001874173,0.006212576,0.00262858,0.1184864],"study_design_scores_gemma":[0.01875999,0.03316968,0.07163723,0.02268866,0.2150307,0.001208101,0.00058629,0.6022218,0.003840464,0.01547149,0.01493666,0.000448879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8014908,0.1389274,0.02878559,0.004375193,0.0004905323,0.003261433,0.01122203,0.0003203574,0.01112675],"genre_scores_gemma":[0.9812149,0.01130317,0.005023361,0.0003262569,0.00003401909,0.0005431505,0.0009479838,0.00001282498,0.000594313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435497,"threshold_uncertainty_score":0.03597564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771264740409579,"score_gpt":0.2466768708795874,"score_spread":0.2289642234754916,"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."}}