{"id":"W4319870512","doi":"10.1016/j.amepre.2022.12.002","title":"Patterns of Birth Cohort‒Specific Smoking Histories in Brazil","year":2023,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institute on Drug Abuse","keywords":"Cohort; Medicine; Tobacco control; Demography; Smoking cessation; Cohort study; Public health; Smoking prevalence; Cohort effect; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003234525,0.0002538653,0.0003131892,0.001626168,0.0005004792,0.0006676927,0.0006083423,0.0002507762,0.002696647],"category_scores_gemma":[0.008635731,0.0003585171,0.0008643574,0.001784615,0.0003086048,0.0003007763,0.0007850986,0.0004158972,0.0002410813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224046,"about_ca_system_score_gemma":0.001745263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1732941,"about_ca_topic_score_gemma":0.1604901,"domain_scores_codex":[0.9988647,0.0002626675,0.0001052551,0.0003993572,0.000197221,0.0001708809],"domain_scores_gemma":[0.9965659,0.0007041552,0.001340497,0.0005100005,0.0006504376,0.0002290789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002722057,0.000006888283,0.9926402,0.0000539082,0.0001135841,0.00006331303,0.0006743205,0.0001189816,0.0001877899,0.0003167744,0.0004350319,0.005361997],"study_design_scores_gemma":[0.000001762659,0.00001145105,0.9978581,0.00005708017,0.00004221688,0.0001290305,0.0002378626,0.0003181667,0.00006632924,0.0001667051,0.001104077,0.000007092272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649336,0.005433306,0.003429522,0.0009471395,0.00004592072,0.0001841682,0.01915837,0.0001173581,0.005750671],"genre_scores_gemma":[0.9942782,0.00115331,0.0004928621,0.00005896343,0.000005617245,0.00004312729,0.003492515,0.0000144612,0.0004608961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732941,"threshold_uncertainty_score":0.3445708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241807027818581,"score_gpt":0.3206546453831609,"score_spread":0.298236575104975,"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."}}