{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00157102,0.0003042737,0.0004177709,0.001438273,0.005722232,0.001758733,0.001536211,0.0004621699,0.002756678],"category_scores_gemma":[0.003262414,0.0003705805,0.0005380233,0.003574287,0.001457913,0.0004453912,0.001237751,0.001157997,0.0002057355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04706835,"about_ca_system_score_gemma":0.06820186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998453,"about_ca_topic_score_gemma":0.9992166,"domain_scores_codex":[0.9985776,0.0001357132,0.00006031846,0.0001489682,0.0005660532,0.0005112806],"domain_scores_gemma":[0.9959676,0.0003272635,0.0005627283,0.00009101683,0.001827519,0.001223839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005062709,0.00005657995,0.9868296,0.00003391569,0.00002961321,0.0001008558,0.004165193,0.00009032145,0.0000864437,0.0002409651,0.001923099,0.006392871],"study_design_scores_gemma":[0.000007198861,0.00002132438,0.9870492,0.00007239671,0.00002252015,0.00003887861,0.01088906,0.0002616431,0.00004171587,0.00005715206,0.001525034,0.00001386693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992039,0.0008356549,0.0001212077,0.001440251,0.00002644578,0.00005422829,0.00140753,0.00000783731,0.004067841],"genre_scores_gemma":[0.9960014,0.0006389715,0.000238173,0.0002607915,0.000008066182,0.00002296693,0.0007355411,0.000004865484,0.002089196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04706835,"threshold_uncertainty_score":0.3415064,"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."}}