{"id":"W2558593951","doi":"10.1093/eurpub/ckv175.014","title":"Is occupational prestige an independent risk factor for lung cancer?","year":2015,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prestige; Lung cancer; Risk factor; Medicine; Occupational prestige; Oncology; Environmental health; Internal medicine; Socioeconomic status","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008302966,0.0002836683,0.0003851624,0.0009831425,0.0003951188,0.0008105738,0.0004483902,0.0004732007,0.001779884],"category_scores_gemma":[0.002858268,0.0002269414,0.0006931981,0.001358818,0.0006111239,0.0003714322,0.0003655826,0.000559636,0.0001651853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002889035,"about_ca_system_score_gemma":0.000307487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005307876,"about_ca_topic_score_gemma":0.005279623,"domain_scores_codex":[0.9994088,0.0001583485,0.00006425188,0.0001578733,0.0001086726,0.0001021191],"domain_scores_gemma":[0.9977998,0.000482679,0.001077747,0.0002137869,0.0001493262,0.0002766978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001306034,0.00002278683,0.9974782,0.00002394644,0.0002334077,0.0001015785,0.00002245324,0.00005304077,0.0001730649,0.00003306859,0.0000529699,0.001674852],"study_design_scores_gemma":[0.000002959566,0.00003773605,0.9993679,0.000006888683,0.0000653552,0.0001224279,0.0000441994,0.0001118684,0.00003545792,0.00007861052,0.0001248827,0.00000173045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956849,0.002448283,0.0002696506,0.0002796008,0.00002024408,0.000007842181,0.0003716648,0.000006199441,0.0009115975],"genre_scores_gemma":[0.9992,0.0003711688,0.00005612513,0.00002511649,0.00005293836,0.000003125683,0.0002042635,0.000001254046,0.00008596997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005307876,"threshold_uncertainty_score":0.01055396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2618256484153501,"score_gpt":0.4595560324686757,"score_spread":0.1977303840533256,"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."}}