{"id":"W4364355684","doi":"10.1016/j.ypmed.2023.107512","title":"Longitudinal associations between exclusive, dual, and polytobacco use and asthma among US youth","year":2023,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute; U.S. Food and Drug Administration; Center for Tobacco Products; National Institutes of Health","keywords":"Medicine; Asthma; Demography; Incidence (geometry); Cohort; Longitudinal study; Cohort study; Environmental health; Population; Confounding; Pediatrics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004216863,0.0001604024,0.0003719709,0.0002471965,0.0001701008,0.0000267251,0.00003357914,0.00009970815,0.00006407693],"category_scores_gemma":[0.0004563421,0.0001319659,0.00003948323,0.0004330582,0.000235838,0.0002053973,0.00008721034,0.0002139012,0.000003734062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004617453,"about_ca_system_score_gemma":0.00002307042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003682859,"about_ca_topic_score_gemma":0.00002668996,"domain_scores_codex":[0.9987249,0.00007500792,0.0002738587,0.0003159687,0.0003713648,0.000238943],"domain_scores_gemma":[0.9991949,0.0002251832,0.0001370107,0.0001625164,0.0001047496,0.0001756899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001567516,0.00002590417,0.9948206,0.0000211225,0.00008939586,0.00003183211,0.00208671,1.765827e-7,0.0002490364,0.00003715861,0.0004203851,0.002202018],"study_design_scores_gemma":[0.001676881,0.0002457627,0.995432,0.0002805364,0.0006173339,0.0000111981,0.001193856,0.00001263515,0.000206608,0.0001318606,0.00007630354,0.0001149962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978978,0.0001121618,0.000123382,0.0009004947,0.0001532101,0.0003733171,0.00007531485,0.0001171454,0.0002471948],"genre_scores_gemma":[0.9975038,0.0001358892,0.00002794459,0.0000712028,0.0003684185,0.00001513248,0.000540228,0.00002225742,0.001315153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002087022,"threshold_uncertainty_score":0.5381411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08099842348433461,"score_gpt":0.3362912427864376,"score_spread":0.255292819302103,"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."}}