{"id":"W2094748395","doi":"10.1007/s10552-014-0474-3","title":"Cancer beliefs and prevention policies: comparing Canadian decision-maker and general population views","year":2014,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institutes of Health","keywords":"Medicine; Public health; Epidemiology; Population; Cancer prevention; Cancer; Public health policy; Biostatistics; Health policy; Family medicine; Environmental health; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003806148,0.0002205365,0.0004286084,0.002398563,0.00323248,0.003087399,0.001087871,0.0008411979,0.006048585],"category_scores_gemma":[0.02132896,0.0002911213,0.001006626,0.004115582,0.001467053,0.0008013051,0.001106044,0.001367567,0.0001466382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03831331,"about_ca_system_score_gemma":0.0400057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991364,"about_ca_topic_score_gemma":0.9910942,"domain_scores_codex":[0.9971839,0.0005559102,0.0001412882,0.0001475576,0.001118423,0.000852844],"domain_scores_gemma":[0.9890297,0.003585838,0.001277009,0.0002308783,0.003454863,0.002421684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006163739,0.000212164,0.9395646,0.0001338441,0.0002212328,0.0001426821,0.02144268,0.0005327659,0.00009954015,0.002984683,0.007253142,0.0267963],"study_design_scores_gemma":[0.0001005834,0.0001123911,0.9432179,0.0001830003,0.0001668608,0.00006356721,0.04741415,0.0009258907,0.00009300213,0.0007182002,0.006925531,0.00007894073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721501,0.001192463,0.0001185941,0.004973894,0.00003564538,0.00005510901,0.001573857,0.000005101665,0.01989503],"genre_scores_gemma":[0.9974119,0.0007345089,0.00008852629,0.0005189725,0.000009921346,0.00001197796,0.0004720527,0.000002812678,0.0007493526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03831331,"threshold_uncertainty_score":0.2779838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390399596179419,"score_gpt":0.3357464424820296,"score_spread":0.2967064828640877,"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."}}