{"id":"W1986821824","doi":"10.1097/ede.0000000000000183","title":"Education and Lung Cancer Among Never Smokers","year":2014,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; National Institute on Drug Abuse","keywords":"Lung cancer; Socioeconomic status; Medicine; Odds ratio; Demography; Confounding; Logistic regression; Incidence (geometry); Internal medicine; Environmental health; Population","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":[0.003864581,0.0008695837,0.001330735,0.001494538,0.0007220794,0.001749888,0.00132032,0.004872594,0.006595111],"category_scores_gemma":[0.01903044,0.0005714845,0.0005578091,0.001566583,0.0007398947,0.001489659,0.0006278328,0.005424471,0.002237631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005450654,"about_ca_system_score_gemma":0.0008272199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003079179,"about_ca_topic_score_gemma":0.003546886,"domain_scores_codex":[0.9984695,0.0004625504,0.000216125,0.0003159495,0.0004293624,0.0001064779],"domain_scores_gemma":[0.9858102,0.008227578,0.001791022,0.0003007085,0.002821316,0.001049127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001257712,0.0001467081,0.04361519,0.003962879,0.0007930972,0.001173934,0.0002098046,0.0001230889,0.0002555126,0.0006197343,0.8554521,0.09239031],"study_design_scores_gemma":[0.0008705615,0.0008467364,0.2786246,0.01071607,0.00292957,0.005498926,0.0008209418,0.002699894,0.0009568413,0.005691516,0.6900861,0.0002582969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01961782,0.2121836,0.0004584246,0.4994238,0.2609976,0.00003952319,0.003096409,0.00009636288,0.004086293],"genre_scores_gemma":[0.1631271,0.09387023,0.0003994297,0.1593868,0.5736984,0.00006855552,0.001275063,0.00008295582,0.008091431],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006595111,"threshold_uncertainty_score":0.02206284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400887802760752,"score_gpt":0.4306715939205832,"score_spread":0.2905828136445081,"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."}}