{"id":"W4389221031","doi":"10.1001/jamahealthforum.2023.4213","title":"Trends in US Adult Smoking Prevalence, 2011 to 2022","year":2023,"lang":"en","type":"article","venue":"JAMA Health Forum","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Ethnic group; Demography; Medicine; Smoking prevalence; National Health Interview Survey; Poverty level; Poverty; Cross-sectional study; Gerontology; Environmental health; Population","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":[0.0005461717,0.000104166,0.000210671,0.0006918531,0.00009504678,0.00001533994,0.00007868898,0.0001056597,0.0005902156],"category_scores_gemma":[0.00006722472,0.00009962435,0.000052658,0.001006286,0.00001172896,0.00008762977,0.00004519584,0.0002822106,0.00008513864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257004,"about_ca_system_score_gemma":0.0001091642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034048,"about_ca_topic_score_gemma":0.000322386,"domain_scores_codex":[0.9984503,0.00004589531,0.0003174179,0.0002688309,0.0003720227,0.0005455511],"domain_scores_gemma":[0.9993681,0.00002918148,0.00007060791,0.0002629234,0.00005503803,0.0002141523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000547525,0.00004287147,0.8010327,0.0001455036,0.000002859761,0.00001820988,0.0005226679,0.000005722479,0.00002411088,0.0001561149,0.06425744,0.1337371],"study_design_scores_gemma":[0.001012135,0.0003161092,0.9833142,0.0002440992,0.00000948994,0.00001086952,0.0003660382,0.00009323865,0.0000886368,0.00005397209,0.01440422,0.00008694734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545184,0.0000757451,0.00001337179,0.04248553,0.0005809746,0.0002852085,0.00002584892,0.0001615868,0.001853296],"genre_scores_gemma":[0.9849638,0.000159347,0.00003828719,0.007327248,0.0001418882,0.00009311864,0.0001053513,0.00002367652,0.007147266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1822816,"threshold_uncertainty_score":0.6462447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454498004604892,"score_gpt":0.3564893628628662,"score_spread":0.3219443828168173,"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."}}