{"id":"W1600161921","doi":"10.3747/co.22.2690","title":"Recent Trends in Breast, Cervical, and Colorectal Cancer Screening Test Utilization in Canada, Using Self-Reported Data from 2008 and 2012","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University; Newfoundland and Labrador Centre for Applied Health Research; CancerCare Manitoba; University of Manitoba; BC Cancer Agency; University of Calgary; University of British Columbia; McMaster University Medical Centre; Université Laval; Canadian Partnership Against Cancer","funders":"Partenariat Canadien Contre Le Cancer; Public Health Agency of Canada","keywords":"Medicine; Cervical cancer; Colorectal cancer; Family medicine; Breast cancer; Test (biology); Gynecology; Oncology; Cancer; Internal medicine","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":[0.0002523906,0.0001411267,0.0003436153,0.0002096602,0.00003681102,0.00001165231,0.0000638137,0.0001054195,0.00008336938],"category_scores_gemma":[0.0001143699,0.0001397726,0.000009024116,0.0005084284,0.00004395718,0.0001511051,0.0001508287,0.0002894721,3.176061e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804063,"about_ca_system_score_gemma":0.001798887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6771932,"about_ca_topic_score_gemma":0.961009,"domain_scores_codex":[0.9986976,0.0000924499,0.0003386728,0.000431914,0.0001892737,0.0002500741],"domain_scores_gemma":[0.9992552,0.0001111145,0.0001333888,0.0001730213,0.0001021718,0.000225146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008369375,0.0001027085,0.6368614,0.00001103339,0.00002119055,0.00003779257,0.0002042899,0.00003799184,0.00007159868,1.535019e-7,0.002195321,0.3596196],"study_design_scores_gemma":[0.003003019,0.0003388583,0.8136505,0.0001207067,0.0001144813,0.0002399627,0.0002755428,0.1595072,0.00003754662,0.000005270194,0.02256575,0.0001410934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859734,0.01210597,0.00009197019,0.0007567771,0.0006036526,0.0001759061,0.0001402281,0.00002912668,0.0001230183],"genre_scores_gemma":[0.9971455,0.001733356,0.0004377186,0.00006642034,0.0002068136,0.00001919917,0.0003692571,0.00001451824,0.000007218684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3594785,"threshold_uncertainty_score":0.5699763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2571899174944781,"score_gpt":0.4135547177544145,"score_spread":0.1563648002599365,"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."}}