{"id":"W4323351144","doi":"10.1093/jcag/gwac036.075","title":"A75 COLONOSCOPY COLORECTAL CANCER DETECTION - HOW DOES IT VARY BY INDICATION, SETTING AND PATIENT DEMOGRAPHIC?","year":2023,"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":"Sunnybrook Hospital; Ottawa Hospital; Cancer Care Ontario","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Endoscopy; Pandemic; Internal medicine; Cancer; Coronavirus disease 2019 (COVID-19); General surgery; Disease","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":[0.004558695,0.0002358899,0.0004912433,0.001655963,0.0007186438,0.00140871,0.001397955,0.0006244718,0.002142521],"category_scores_gemma":[0.03621193,0.0002545437,0.001081503,0.003796336,0.0006286459,0.0008816792,0.001090319,0.0008233811,0.00036411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005360219,"about_ca_system_score_gemma":0.003802982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3366856,"about_ca_topic_score_gemma":0.445432,"domain_scores_codex":[0.9931626,0.00134619,0.0008254531,0.00117212,0.002748911,0.0007447582],"domain_scores_gemma":[0.9751666,0.004347502,0.01051968,0.001185955,0.006842615,0.001937617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006204795,0.000009883574,0.9911312,0.0000829433,0.0001453084,0.00002001986,0.0001388116,0.00005959933,0.00003923629,0.00005985811,0.001809318,0.006441766],"study_design_scores_gemma":[0.000003395641,0.00002091201,0.9982084,0.00008444306,0.00004994653,0.00006331711,0.0002137841,0.0001655123,0.00001745768,0.00003012375,0.001137385,0.000005338823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276047,0.01972763,0.001485012,0.01190168,0.0002950787,0.0002057647,0.02016594,0.0001148925,0.01849938],"genre_scores_gemma":[0.9949155,0.001367971,0.0003973718,0.0004502602,0.00005828137,0.00003286506,0.002417724,0.0000173531,0.0003428157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3366856,"threshold_uncertainty_score":0.6694518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005029851644952078,"score_gpt":0.2250570712577898,"score_spread":0.2200272196128377,"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."}}