{"id":"W4317478155","doi":"10.1016/j.amepre.2022.07.019","title":"Birth Cohort‒Specific Smoking Patterns by Family Income in the U.S.","year":2023,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Cohort; Demography; Medicine; Imputation (statistics); Poverty; Household income; Smoking cessation; Geography; Missing data; Statistics; Economics","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":[0.0007502778,0.0002343382,0.0001790582,0.0009139024,0.0004014858,0.0003437125,0.0002870289,0.0002262039,0.002999286],"category_scores_gemma":[0.001863663,0.0001908119,0.0005047158,0.00142938,0.0001790305,0.0002642094,0.0003295678,0.0003379527,0.000445502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000460321,"about_ca_system_score_gemma":0.0005561162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08768442,"about_ca_topic_score_gemma":0.07977836,"domain_scores_codex":[0.9996904,0.00005706774,0.00002998347,0.0000952492,0.00007108063,0.00005627855],"domain_scores_gemma":[0.999102,0.0001123675,0.0004403864,0.00006318912,0.0001556806,0.0001263487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003051414,0.00001133547,0.9963013,0.00001529948,0.00006568577,0.00003210995,0.0000912737,0.00008815819,0.0000486599,0.00003910436,0.001114051,0.002162423],"study_design_scores_gemma":[0.000001586104,0.00001417168,0.9992587,0.00001346861,0.00001608901,0.00003679728,0.00005721865,0.0001256978,0.00001693498,0.0000256809,0.0004316444,0.000001901879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804935,0.001478769,0.0003955784,0.0003490661,0.00004137322,0.00004552444,0.01513158,0.00004701592,0.002017535],"genre_scores_gemma":[0.9910223,0.0006191175,0.0002558676,0.0001087201,0.00001381696,0.00004706513,0.007242374,0.000007577339,0.0006830551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08768442,"threshold_uncertainty_score":0.1743481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289655103328874,"score_gpt":0.3128611694958037,"score_spread":0.2899646184625149,"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."}}