{"id":"W2326752406","doi":"10.1155/2004/276149","title":"Patterns of Use of Flexible Sigmidoscopy, Colonoscopy and Gastroscopy: A Population‐Based Study in a Canadian Province","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Heritage Foundation for Medical Research","keywords":"Colonoscopy; Sigmoidoscopy; Medicine; Polypectomy; Endoscopy; Colorectal cancer; Internal medicine; Population; Gastroenterology; General surgery; Demography; Cancer; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007344119,0.0004227659,0.0004310351,0.001927078,0.00283355,0.00136111,0.00152055,0.0006059151,0.001295298],"category_scores_gemma":[0.001725191,0.0005463374,0.0005860759,0.005028354,0.00115939,0.0003716164,0.0007672978,0.0006794378,0.0001684891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02570523,"about_ca_system_score_gemma":0.0280039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943007,"about_ca_topic_score_gemma":0.9961672,"domain_scores_codex":[0.9984876,0.00009649876,0.00008140577,0.0002106814,0.0006390993,0.0004846757],"domain_scores_gemma":[0.9983413,0.00009577221,0.0003058159,0.00004892345,0.0006552288,0.000552854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005245041,0.0000444756,0.995901,0.00003109221,0.00004868458,0.0001315315,0.0009358175,0.00009018734,0.000245766,0.00003854486,0.0004902816,0.001990074],"study_design_scores_gemma":[0.000006587577,0.00003334077,0.9976897,0.00001930989,0.00001975786,0.00008987666,0.001559251,0.0002244316,0.00003590864,0.00000987788,0.0002998009,0.00001214474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997098,0.0003130712,0.00007192052,0.0001884513,0.000006720433,0.00003349559,0.00134021,0.000008019829,0.0009400439],"genre_scores_gemma":[0.998741,0.0002528136,0.0001342938,0.00006946966,0.000003282718,0.000008764582,0.0005237131,0.000002898318,0.000263677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02570523,"threshold_uncertainty_score":0.1865054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074184004243979,"score_gpt":0.2692487630663971,"score_spread":0.2485069230239573,"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."}}