{"id":"W2129413079","doi":"10.1158/1055-9965.epi-13-0956","title":"Ontario's ColonCancerCheck: Results from Canada's First Province-Wide Colorectal Cancer Screening Program","year":2014,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Sunnybrook Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Colorectal cancer; Colonoscopy; Medicine; Fecal occult blood; Cancer; Colorectal cancer screening; Population; Family history; Cancer screening; Gynecology; Family medicine; Internal medicine; Environmental health","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":[0.001698256,0.000550525,0.0006453358,0.003172746,0.001868544,0.00137385,0.00108549,0.0005819405,0.004367627],"category_scores_gemma":[0.008124693,0.0003717572,0.001209564,0.009438193,0.0004223674,0.0005171916,0.001309757,0.000687304,0.0008885451],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0436108,"about_ca_system_score_gemma":0.06871829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958603,"about_ca_topic_score_gemma":0.9974293,"domain_scores_codex":[0.9955251,0.0001827568,0.0002465988,0.0003194932,0.002895162,0.0008308511],"domain_scores_gemma":[0.9775572,0.0008646971,0.002628127,0.0003576166,0.01547961,0.0031127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003545347,0.00007269449,0.9334853,0.000645698,0.0001995189,0.00008080543,0.0005262394,0.0007263957,0.0001499358,0.0001316311,0.05100828,0.01261898],"study_design_scores_gemma":[0.0000240331,0.00002785727,0.9933866,0.00006620561,0.00004657498,0.0000186383,0.000244846,0.0002640757,0.00005387136,0.00000720623,0.005848233,0.00001193807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4601409,0.003592407,0.0004713622,0.002444279,0.0001153847,0.0006471867,0.5034058,0.0002682482,0.02891436],"genre_scores_gemma":[0.8230324,0.001889783,0.001072477,0.0005362,0.00006277915,0.0003050873,0.1647346,0.00006634626,0.008300279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9563892,"threshold_uncertainty_score":0.31642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915296411367286,"score_gpt":0.328262315831332,"score_spread":0.2791093517176592,"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."}}