{"id":"W4408464460","doi":"10.1002/cam4.70543","title":"Provincial Variation in Adherence to Breast Cancer Screening in Canada: Evidence From the Canadian Partnership for Tomorrow's Health","year":2025,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; Université de Montréal; Alberta Health Services; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; University of Toronto; Ontario Institute for Cancer Research; McGill University; University of British Columbia","funders":"Health Canada; BC Cancer Foundation; Alberta Cancer Foundation; Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Medicine; Breast cancer; Mammography; Breast cancer screening; Logistic regression; Demography; Family history; Family medicine; Cancer screening; Population; General partnership; Cancer; Gerontology; Gynecology; Environmental health; Internal medicine","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":[0.0008888855,0.0002073095,0.0005220103,0.0001980336,0.0001695114,0.00001808692,0.0002991786,0.00007729419,0.0001777614],"category_scores_gemma":[0.0007114424,0.0001559292,0.00003341948,0.001124162,0.00006193657,0.0001209527,0.00003498912,0.000363173,7.055978e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00593989,"about_ca_system_score_gemma":0.03176646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999079,"about_ca_topic_score_gemma":0.9999866,"domain_scores_codex":[0.9976969,0.00008963593,0.0005558272,0.0004907839,0.0004844916,0.0006823728],"domain_scores_gemma":[0.998538,0.0003522038,0.0001302131,0.0003164385,0.000240283,0.0004228347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007030797,0.000006731435,0.9031804,0.0001050453,0.00002882226,0.00002880328,0.002060223,0.000653652,0.0001275082,0.0001313102,0.04580972,0.04716472],"study_design_scores_gemma":[0.001566575,0.0001176258,0.9807596,0.009878513,0.00005051696,0.000003320519,0.0009204652,0.001650047,0.00003499186,0.00007144966,0.004807421,0.0001395393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4631786,0.01767251,0.001362337,0.5118544,0.001269268,0.003649577,0.0004405068,0.00003219747,0.0005406314],"genre_scores_gemma":[0.9520374,0.0001997401,0.0001749598,0.04587184,0.0007408879,0.000790101,0.00002637718,0.00001370304,0.000144973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4888588,"threshold_uncertainty_score":0.9978761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545876909721218,"score_gpt":0.4072761537459655,"score_spread":0.2526884627738438,"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."}}