{"id":"W4387312497","doi":"10.1093/jcag/gwad037","title":"Endoscopic Retrograde Cholangiopancreatography Under General Anesthesia Compared to Conscious Sedation Study","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; University of Saskatchewan; Alberta Hospital Edmonton; Provincial Health Services Authority; University of British Columbia; University of British Columbia, Okanagan Campus; Memorial University of Newfoundland; University of Alberta Hospital","funders":"University of British Columbia","keywords":"Endoscopic retrograde cholangiopancreatography; Medicine; Sedation; Pancreatitis; Cohort; Intensive care unit; Univariate analysis; Complication; Demographics; Anesthesia; Multivariate analysis; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007133666,0.00009973431,0.0003985412,0.0005535305,0.00009942504,0.00001494825,0.0001820281,0.00007026313,0.00002706966],"category_scores_gemma":[0.0001358716,0.00007673601,0.0001813374,0.0004353615,0.00003366958,0.0000476631,0.00001299262,0.000197717,0.00001233394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235843,"about_ca_system_score_gemma":0.0002230866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699635,"about_ca_topic_score_gemma":0.06215188,"domain_scores_codex":[0.9984177,0.000380251,0.0004270833,0.0001023366,0.0003773196,0.0002953076],"domain_scores_gemma":[0.9986664,0.00004718192,0.0005484035,0.0001577127,0.0003241198,0.0002561479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511369,0.00007217151,0.9885019,0.000004040598,0.0002765199,0.00006741801,0.0004370227,0.0001163386,0.0003972651,0.00001779,0.009939794,0.00001860827],"study_design_scores_gemma":[0.002102679,0.00123514,0.9946122,0.00002504895,0.0001720944,0.0001278155,0.0004474928,0.00003083343,0.00004378609,0.00002801446,0.00114623,0.00002869007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784854,0.000004285236,0.0000150199,0.02095333,0.0001662942,0.0003237831,0.000005645261,0.000008316139,0.00003792893],"genre_scores_gemma":[0.995859,0.000004124591,0.00011885,0.003436065,0.0001093362,0.000004368693,0.000009429771,0.00001196499,0.0004468241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05945225,"threshold_uncertainty_score":0.9549614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866516247529921,"score_gpt":0.270530577303325,"score_spread":0.2518654148280258,"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."}}