{"id":"W2037185813","doi":"10.1002/cncr.22880","title":"Prevalence and sociodemographic correlates of beliefs regarding cancer risks","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Cancer; Odds ratio; Odds; Quarter (Canadian coin); Intervention (counseling); Cancer screening; Public health; Demography; Gerontology; Environmental health; Family medicine; Logistic regression; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006276941,0.0000596918,0.00009394451,0.00006213185,0.0002275955,0.00001697354,0.00009825476,0.00006314151,0.0006740059],"category_scores_gemma":[0.00002860581,0.00005648964,0.00003903669,0.0001860238,0.0003368228,0.0001054323,0.00003015854,0.00007727863,0.000004003715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007706272,"about_ca_system_score_gemma":0.00004947984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005447497,"about_ca_topic_score_gemma":0.005389865,"domain_scores_codex":[0.9992736,0.00003537032,0.0001319507,0.0001505086,0.0002045429,0.0002040311],"domain_scores_gemma":[0.9996527,0.00004408751,0.00008352944,0.00007753621,0.00006704785,0.00007505921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001264064,0.0000144584,0.9041291,0.00007143541,0.00002918884,8.514908e-7,0.01619091,0.0000344303,0.0001871801,0.007550499,0.00295633,0.06882293],"study_design_scores_gemma":[0.000282262,0.00001692662,0.9126542,0.0001629137,0.00005493689,1.096126e-7,0.003614117,0.00002929867,0.0001187747,0.0008569335,0.08205897,0.000150568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971993,0.008197038,0.0003029836,0.0008324033,0.000536994,0.000208505,0.000007592686,0.00004566289,0.01787583],"genre_scores_gemma":[0.950345,0.04498073,0.0000676982,0.0001821524,0.0001642447,0.00001982609,2.661122e-7,0.000005482905,0.004234573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07910265,"threshold_uncertainty_score":0.8235022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061278647577089,"score_gpt":0.3852563659300609,"score_spread":0.33464357945429,"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."}}