{"id":"W2788610377","doi":"10.1371/journal.pone.0192999","title":"Lung cancer and socioeconomic status in a pooled analysis of case-control studies","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario; Public Health Ontario; Institut National de la Recherche Scientifique; Université de Montréal","funders":"National Cancer Institute; Health Research Council of New Zealand; Lottery Health Research; Ministry of Labour and Social Protection of the Russian Federation; Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro; Fondation de France; Institut National Du Cancer; Naturvårdsverket; Regione Lazio; Universidad de Oviedo; Institut de Veille Sanitaire; Deutsche Gesetzliche Unfallversicherung; Agence Nationale de la Recherche; World Health Organization; European Commission; National Institutes of Health; Chinese University of Hong Kong; Cancer Society of New Zealand; Regione Lombardia; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; Compagnia di San Paolo","keywords":"Socioeconomic status; Lung cancer; Case-control study; Cancer; Medicine; Demography; Environmental health; Oncology; Internal medicine; Population; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.06044728,0.002162296,0.007413105,0.01164849,0.0006713124,0.004138458,0.002018665,0.00212521,0.00192978],"category_scores_gemma":[0.1208793,0.001866507,0.01980153,0.01153788,0.0008373736,0.001255417,0.002006943,0.001037086,0.0002745379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092812,"about_ca_system_score_gemma":0.001358937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005712347,"about_ca_topic_score_gemma":0.004305052,"domain_scores_codex":[0.92062,0.04714417,0.01494441,0.0108181,0.005402479,0.001070921],"domain_scores_gemma":[0.8877364,0.07059519,0.02069385,0.01518988,0.004982115,0.0008025105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003612712,0.00006001419,0.4025543,0.007792931,0.5722861,0.0004013671,0.0001314913,0.00152202,0.0004761822,0.0002985558,0.001306001,0.009558312],"study_design_scores_gemma":[0.001265847,0.0007717526,0.4119256,0.002545044,0.5707921,0.0009753699,0.00024567,0.003677164,0.0004711518,0.002140489,0.005066553,0.0001232721],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3813323,0.5528896,0.03806199,0.001131091,0.001224998,0.001590695,0.02074164,0.0004556616,0.002572086],"genre_scores_gemma":[0.9502063,0.02858663,0.008633485,0.0006374259,0.0005279072,0.001690985,0.009240401,0.0001027794,0.0003741424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06044728,"threshold_uncertainty_score":0.3196797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530633732502395,"score_gpt":0.2929772713929207,"score_spread":0.2676709340678967,"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."}}