{"id":"W4239409007","doi":"10.1155/2007/978260","title":"Cancer Care Ontario Colonoscopy Standards: Standards and Evidentiary Base","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Colonoscopy; Medicine; Colorectal cancer; Cancer; Disease; Incidence (geometry); Quality assurance; Cancer incidence; Health care; Family medicine; Gerontology; Internal medicine; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007123942,0.0001186235,0.0003304015,0.000375191,0.0001064193,0.00002407564,0.00006384578,0.00008693626,0.0004345124],"category_scores_gemma":[0.0001024345,0.0001114476,0.00008708146,0.00007664847,0.0001388079,0.00008677557,0.00001028856,0.0004099795,3.524592e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718276,"about_ca_system_score_gemma":0.004372902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1046569,"about_ca_topic_score_gemma":0.9730723,"domain_scores_codex":[0.9988114,0.00004270395,0.0003267889,0.0001400395,0.0002855511,0.0003935621],"domain_scores_gemma":[0.998015,0.00002221891,0.0001623996,0.0000989913,0.0008486015,0.0008527999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02852637,0.000008184555,0.958508,0.00004659953,0.000137254,0.001153948,0.001754962,0.0000138901,0.0001446799,0.000003402073,0.005086077,0.004616694],"study_design_scores_gemma":[0.005365103,0.03739149,0.8093853,0.0004984416,0.0003793412,0.004827738,0.001496591,0.000008064668,0.001060226,0.00002197904,0.13943,0.0001357073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931417,0.002707411,0.001682509,0.0008968732,0.0008920994,0.0001124528,0.0001223182,0.000006122362,0.0004384845],"genre_scores_gemma":[0.9982575,0.00005253455,0.000440165,0.000868435,0.0002674916,0.000001986488,0.000003406863,0.00001358379,0.0000948563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8684154,"threshold_uncertainty_score":0.9013053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088186193503532,"score_gpt":0.281573643078512,"score_spread":0.2706917811434766,"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."}}