{"id":"W2224634932","doi":"10.9778/cmajo.20140069","title":"Small-area variation in screening for cancer, glucose and cholesterol in Ontario: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Cross-sectional study; Variation (astronomy); Cancer; Cholesterol; Medicine; Demography; Internal medicine; Sociology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00142689,0.0002753471,0.0004041148,0.0008689082,0.002003327,0.0007938077,0.001068843,0.00043453,0.00159646],"category_scores_gemma":[0.003750657,0.0004705027,0.0005998139,0.002782955,0.001025595,0.0004425265,0.0007464649,0.0003474003,0.0002181584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009916895,"about_ca_system_score_gemma":0.009085527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9564217,"about_ca_topic_score_gemma":0.973524,"domain_scores_codex":[0.9985386,0.0002190957,0.0001193078,0.0003091177,0.0005540131,0.0002598639],"domain_scores_gemma":[0.9964521,0.000385697,0.001204955,0.0003065818,0.00113219,0.0005185095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002384787,0.00001318262,0.9983005,0.00001487098,0.00004171604,0.00003294137,0.0007161515,0.00002019204,0.00009257658,0.00001774274,0.0002043901,0.0005219493],"study_design_scores_gemma":[0.000002261183,0.00001107974,0.9993611,0.000005110687,0.00001019869,0.00001708683,0.0003180946,0.00005256488,0.000009956086,0.000005637008,0.00020478,0.00000216433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969257,0.0002515134,0.000152312,0.000114374,0.000005940457,0.00005314796,0.001551199,0.000006656106,0.0009392358],"genre_scores_gemma":[0.9986332,0.0001349426,0.0001225406,0.00005187336,0.000004241359,0.00003197581,0.0005963647,0.000003551977,0.0004212086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04357833,"threshold_uncertainty_score":0.08766991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2886708515636827,"score_gpt":0.4151858328202351,"score_spread":0.1265149812565524,"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."}}