{"id":"W2800369655","doi":"10.1016/j.ypmed.2018.04.021","title":"Uncertain times: A survey of Canadian women's perspectives toward mammography screening","year":2018,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Cancer Centre; Juravinski Hospital; McMaster University; Impact","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Worry; Mammography; Psychosocial; Cancer screening; Breast cancer screening; Anxiety; Family medicine; Health Information National Trends Survey; Population; Breast cancer; Health care; Cancer; Environmental health; Psychiatry; Health information","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":[0.002876757,0.0002391057,0.0003304475,0.002225404,0.007042706,0.002802888,0.001155108,0.00117374,0.003653101],"category_scores_gemma":[0.01233938,0.0004068581,0.0005719515,0.005518119,0.001191335,0.0009394018,0.001510666,0.001985666,0.0002180224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03295002,"about_ca_system_score_gemma":0.05042083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861419,"about_ca_topic_score_gemma":0.9931206,"domain_scores_codex":[0.9970555,0.0005218226,0.0001579922,0.0001390952,0.001189799,0.0009358107],"domain_scores_gemma":[0.9896334,0.001912132,0.002075007,0.0001272482,0.00339684,0.002855325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003377062,0.0001245367,0.8582947,0.0002021278,0.000092013,0.000456851,0.1056306,0.0001327955,0.0003377648,0.00141834,0.01223069,0.02074178],"study_design_scores_gemma":[0.00002034983,0.0000744346,0.8168263,0.0002367951,0.00006039867,0.0002328908,0.157111,0.0001953104,0.0001032708,0.0001675552,0.02487938,0.00009226796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676705,0.002530721,0.0000894348,0.01080693,0.00007623387,0.00007295552,0.002497717,0.000007615535,0.01624777],"genre_scores_gemma":[0.9942936,0.001765933,0.0001161642,0.001590678,0.00002466203,0.0000222027,0.0004412599,0.000007254519,0.001738198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03295002,"threshold_uncertainty_score":0.2390702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111992338213487,"score_gpt":0.3570760624198738,"score_spread":0.2458768285985251,"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."}}