{"id":"W3164713411","doi":"10.1186/s12889-021-11065-4","title":"Who or what is to blame? Examining sociodemographic relationships to beliefs about causes, control, and responsibility for cancer and chronic disease prevention in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta","funders":"Partenariat Canadien Contre Le Cancer; Canadian Institutes of Health Research; Alberta Innovates; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Biostatistics; Blame; Affect (linguistics); Public health; Disease; Environmental health; Multinomial logistic regression; Cancer prevention; Tobacco control; Obesity; Binge drinking; Gerontology; Cancer; Suicide prevention; Poison control; Psychiatry; Psychology","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":[0.002615193,0.00009605929,0.0002004931,0.0001275998,0.0006574203,0.0002619535,0.00007578287,0.000051324,0.0001006358],"category_scores_gemma":[0.001271793,0.0000960886,0.00002311618,0.0005236751,0.00005936443,0.00041966,0.00004546209,0.00009798878,9.976649e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155426,"about_ca_system_score_gemma":0.01096375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6141543,"about_ca_topic_score_gemma":0.9989787,"domain_scores_codex":[0.9977815,0.0007749766,0.0003078915,0.00042496,0.0002634289,0.0004472114],"domain_scores_gemma":[0.9984068,0.0004721219,0.0000767058,0.0001836108,0.0001125787,0.0007482097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002396999,0.0001531241,0.7333978,0.000586657,0.0000429035,0.00000364983,0.06389526,0.00008935235,0.000004222934,0.0184125,0.02358686,0.159588],"study_design_scores_gemma":[0.0005588859,0.00004833274,0.7404382,0.0001191163,0.000006616091,1.014499e-7,0.007309699,0.0001467878,1.130185e-7,0.0002456827,0.2510273,0.00009922752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7785961,0.002282384,0.001346785,0.2157043,0.000203048,0.001720372,0.00005389384,0.00002003143,0.00007305596],"genre_scores_gemma":[0.9786074,0.004331609,0.0004078189,0.009335961,0.0001155296,0.0004024883,0.00001624241,0.00001096572,0.006772054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3848244,"threshold_uncertainty_score":0.9946432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0944587357314293,"score_gpt":0.3869257910265086,"score_spread":0.2924670552950793,"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."}}