{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008551734,0.0003032994,0.0002347407,0.001209728,0.0002323168,0.0008099338,0.0004238427,0.0005968994,0.002355491],"category_scores_gemma":[0.001586516,0.0001609373,0.000663085,0.001647171,0.0001231165,0.0007064787,0.0004136799,0.000661339,0.001354658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007945301,"about_ca_system_score_gemma":0.0009900866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04235989,"about_ca_topic_score_gemma":0.06257932,"domain_scores_codex":[0.999517,0.00006683613,0.00006428205,0.0001166263,0.0001527081,0.00008263037],"domain_scores_gemma":[0.9989844,0.00006575259,0.0003946849,0.00002878309,0.0004136238,0.0001127892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000174793,0.00007099076,0.9599319,0.0003363672,0.000308006,0.00006760433,0.000166757,0.0004159986,0.0004664327,0.0001810307,0.02013052,0.01774954],"study_design_scores_gemma":[0.00001018976,0.00005372966,0.9908096,0.0000769145,0.00007225133,0.0001655293,0.0001964751,0.0004564914,0.0001409538,0.00003069753,0.007978586,0.00000870844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8027119,0.009048714,0.001415625,0.003566411,0.0005038703,0.0001161126,0.170248,0.000383005,0.01200627],"genre_scores_gemma":[0.855714,0.003912786,0.001201693,0.00172381,0.0003240809,0.0002244521,0.1313888,0.00004635747,0.005464063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04235989,"threshold_uncertainty_score":0.08422667,"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."}}