{"id":"W2122863153","doi":"10.1155/2007/705789","title":"Cancer Care Ontario Colonoscopy Standards: Standards and Evidentiary Base","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Durham; Hotel Dieu Hospital; St Joseph's Health Centre; William Osler Health System; McMaster University Medical Centre; Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Colonoscopy; Medicine; Colorectal cancer; Cancer incidence; Quality assurance; Incidence (geometry); Disease; Family medicine; Health care; Cancer; Gerontology; Environmental health; Internal medicine; Political science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0006235373,0.0001261672,0.0004245193,0.000360923,0.0001538693,0.00001551082,0.00004833094,0.0001538132,0.0002345049],"category_scores_gemma":[0.00008504278,0.0001174986,0.00006133949,0.00005651218,0.0003041906,0.00007448583,0.00001366217,0.0004544675,2.172655e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009629913,"about_ca_system_score_gemma":0.002983992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06910408,"about_ca_topic_score_gemma":0.9702117,"domain_scores_codex":[0.9989101,0.00006302593,0.0003214386,0.0001656422,0.0001518469,0.0003879764],"domain_scores_gemma":[0.9984766,0.00003668816,0.0001521652,0.00008171604,0.0005550996,0.0006977443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01514471,0.000006088881,0.9777092,0.00004183909,0.0001140697,0.001054441,0.001303428,0.000001172379,0.00004318507,0.00001335577,0.001573186,0.002995333],"study_design_scores_gemma":[0.004397604,0.02070448,0.9088212,0.0002166923,0.0003855388,0.01174097,0.001070394,0.00001250092,0.0003766324,0.00006913661,0.05208602,0.0001188676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906335,0.005848638,0.0009254779,0.001533628,0.0006804747,0.000101,0.0000692355,0.000005660604,0.0002023766],"genre_scores_gemma":[0.9980168,0.0002186978,0.0003240271,0.001249146,0.000134392,0.000002357155,0.000002990124,0.000009998908,0.00004161535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9011077,"threshold_uncertainty_score":0.9370949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071456749699641,"score_gpt":0.2815260096489555,"score_spread":0.2708114421519591,"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."}}