{"id":"W4242004698","doi":"10.1093/jcag/gwab002.118","title":"A120 NO EVIDENCE OF A FRIDAY EFFECT ON COLONOSCOPY QUALITY OUTCOMES","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":"Western University","funders":"","keywords":"Medicine; Colonoscopy; Poisson regression; Thursday; Cohort; Names of the days of the week; Emergency medicine; General surgery; Adenoma; Intubation; Internal medicine; Surgery; Colorectal cancer; Population; 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":[0.004262855,0.000482161,0.0006683637,0.00101783,0.001422493,0.001691683,0.002049742,0.0009217116,0.0151969],"category_scores_gemma":[0.01929698,0.0004404303,0.00343788,0.001419991,0.0008672077,0.0008898833,0.00167675,0.001100967,0.00104089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003485322,"about_ca_system_score_gemma":0.004277169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2329303,"about_ca_topic_score_gemma":0.2667601,"domain_scores_codex":[0.9950821,0.001002576,0.0003816158,0.001392843,0.001137707,0.001003096],"domain_scores_gemma":[0.9741753,0.00547017,0.01105134,0.00274713,0.002946914,0.003609082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001309846,0.00005915127,0.9891939,0.0002346982,0.001113072,0.0001115933,0.0003358143,0.0001065428,0.0003578059,0.0001784698,0.002225219,0.004774051],"study_design_scores_gemma":[0.00001950147,0.0001482472,0.9979336,0.00005617783,0.0001733663,0.00003304553,0.0001504233,0.0001052076,0.00005357536,0.00004761625,0.001273391,0.000005829091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674701,0.00385051,0.001410846,0.002221602,0.000393881,0.0001072255,0.0139649,0.0001155822,0.01046546],"genre_scores_gemma":[0.9942098,0.0002479207,0.0002734297,0.0003576355,0.0001027443,0.00006289686,0.001967665,0.00003687261,0.002741135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2329303,"threshold_uncertainty_score":0.4631491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957903561620423,"score_gpt":0.3093572711635472,"score_spread":0.289778235547343,"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."}}