{"id":"W2134883871","doi":"10.1007/bf03405304","title":"The Second National Sun Survey: Overview and Methods","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Cancer Care Ontario; York University; University of Toronto","funders":"Partenariat Canadien Contre Le Cancer; Public Health Agency; Public Health Agency of Canada; Cancer Care Ontario","keywords":"Interview; Sample (material); Psychology; Promotion (chess); Telephone interview; Survey data collection; Sun protection; Environmental health; Medical education; Geography; Medicine; Statistics; Political science; Sociology; Social science; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.01634568,0.002902691,0.003306344,0.009459629,0.001246259,0.001914662,0.003382894,0.001427075,0.008443551],"category_scores_gemma":[0.0123757,0.002158529,0.002797633,0.01476193,0.0005746427,0.001183342,0.002982883,0.001283571,0.003202804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003364671,"about_ca_system_score_gemma":0.007628167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09172331,"about_ca_topic_score_gemma":0.1190252,"domain_scores_codex":[0.9829887,0.007916297,0.003224351,0.002355276,0.002655588,0.0008598101],"domain_scores_gemma":[0.9945928,0.001150111,0.0007947531,0.0008040202,0.002417743,0.0002405348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00184783,0.001661855,0.623868,0.008354519,0.002571368,0.0002852319,0.001639799,0.00465981,0.002161135,0.004653913,0.1000476,0.248249],"study_design_scores_gemma":[0.0009178485,0.001345024,0.7454094,0.001246314,0.001294076,0.0005618272,0.002059742,0.003485142,0.002175024,0.002873198,0.2383245,0.00030794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1109807,0.02126517,0.1220438,0.002275144,0.001108184,0.1879984,0.5259292,0.001191815,0.02720759],"genre_scores_gemma":[0.112664,0.02104849,0.2203728,0.002048755,0.000618826,0.2777445,0.33663,0.0005599247,0.02831268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09172331,"threshold_uncertainty_score":0.1823789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.197905282183611,"score_gpt":0.4272107935349794,"score_spread":0.2293055113513685,"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."}}