{"id":"W2058034640","doi":"10.1097/ede.0b013e31824d0548","title":"Socioeconomic Position and Lung Cancer Risk","year":2012,"lang":"en","type":"article","venue":"Epidemiology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Armand Frappier Museum; Université de Montréal; Institut National de la Recherche Scientifique","funders":"Canadian Institutes of Health Research; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Lung cancer; Medicine; Socioeconomic status; Confidence interval; Odds ratio; Demography; Akaike information criterion; Population; Logistic regression; Environmental health; Internal medicine; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006625642,0.00004985654,0.0001729038,0.0000276239,0.0000466133,8.618018e-7,0.00001190133,0.0001006027,0.0003682562],"category_scores_gemma":[0.0001447388,0.0000422757,0.00002840782,0.00001155271,0.00004447357,0.00005032897,0.000008927853,0.0001193966,0.000009389843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007670656,"about_ca_system_score_gemma":0.00001180328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748564,"about_ca_topic_score_gemma":0.000003096937,"domain_scores_codex":[0.999466,0.0001217717,0.0001347499,0.00009300655,0.00001577975,0.0001687078],"domain_scores_gemma":[0.9995398,0.0002266598,0.00007616095,0.00007482644,0.00001041739,0.00007214455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001318963,0.00001230562,0.9908943,0.000008599737,0.00001930456,2.217569e-7,0.0001422011,0.000001706021,0.0002502363,0.0004512739,0.003128974,0.005077652],"study_design_scores_gemma":[0.0002651443,0.00002379152,0.998246,0.000008382737,0.0001532316,0.00002551458,0.00001932618,0.0001461642,0.000167937,0.0003235998,0.0005795034,0.00004145507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941986,0.002079636,0.0003920816,0.002450707,0.0003568385,0.00008064351,0.000005178385,0.00002543688,0.0004108641],"genre_scores_gemma":[0.9972023,0.0005081529,0.0001700327,0.001518023,0.000446775,0.00002315326,0.0000209942,0.000006219915,0.0001042955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007351614,"threshold_uncertainty_score":0.4032147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228586890463087,"score_gpt":0.3844537685301587,"score_spread":0.3421678996255278,"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."}}