{"id":"W3133657167","doi":"10.1093/jcag/gwab002.115","title":"A117 PROPOFOL SEDATION DOES NOT IMPROVE MEASURES OF COLONOSCOPY QUALITY – FINDINGS FROM THE SOUTHWEST ONTARIO COLONOSCOPY COHORT","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Colonoscopy; Medicine; Sedation; Propofol; Adenoma; Perforation; Intubation; Cohort; Anesthesia; General surgery; Surgery; Internal medicine; Colorectal cancer; Cancer","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":[0.0008362613,0.0002429586,0.0002900621,0.0007260467,0.001167759,0.0008482282,0.0006788239,0.000377261,0.00249221],"category_scores_gemma":[0.005799342,0.0002855661,0.0006301831,0.001588807,0.0005864347,0.0004280621,0.0006248099,0.0003390796,0.0002612952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005084442,"about_ca_system_score_gemma":0.006077208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7484492,"about_ca_topic_score_gemma":0.8209295,"domain_scores_codex":[0.9986947,0.0001380428,0.0001202021,0.0002601264,0.0004557183,0.0003311449],"domain_scores_gemma":[0.993112,0.0003989653,0.003352905,0.0005341604,0.00159186,0.001010076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004992319,0.000005929794,0.9988558,0.000004696448,0.00002255547,0.00004469178,0.0001116125,0.000009026348,0.00007270087,0.000008069081,0.0002373163,0.0005776836],"study_design_scores_gemma":[0.000003465319,0.00001541184,0.9995572,0.000003363184,0.00001228915,0.0000370655,0.0001407734,0.00003858593,0.0000111235,0.000004499853,0.0001746413,0.000001481317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973599,0.0001493912,0.00004847337,0.0002070118,0.000009478012,0.00001641152,0.001147462,0.000003836833,0.001057886],"genre_scores_gemma":[0.9990093,0.00005621501,0.00003470342,0.00005460191,0.000007182397,0.000008732633,0.000554549,0.000002903856,0.0002718954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7484492,"threshold_uncertainty_score":0.5060644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760561521471563,"score_gpt":0.2563583867221521,"score_spread":0.2387527715074364,"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."}}