{"id":"W4402567651","doi":"10.1016/j.amepre.2024.09.012","title":"Financial Strain and Smoking Cessation and Relapse Among U.S. Adults Who Smoke: A Longitudinal Cohort Study","year":2024,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Cancer Institute; National Institutes of Health; Division of Cancer Epidemiology and Genetics, National Cancer Institute; U.S. Department of Health and Human Services","keywords":"Smoking cessation; Medicine; Cohort; Smoke; Longitudinal study; Cohort study; Environmental health; Internal medicine; Pathology","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":[0.0007310428,0.0003203768,0.0003282636,0.0005969765,0.0008157312,0.0009470292,0.0005066282,0.0009460908,0.001401226],"category_scores_gemma":[0.001924451,0.0005135814,0.0007075256,0.0008927194,0.000251931,0.0006994095,0.0006948857,0.001691796,0.0002789026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865144,"about_ca_system_score_gemma":0.0006385594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04098175,"about_ca_topic_score_gemma":0.05865948,"domain_scores_codex":[0.9996557,0.00008406856,0.0000317258,0.00005963082,0.00006152094,0.0001073536],"domain_scores_gemma":[0.9987563,0.0001286807,0.0004573064,0.0001314852,0.0001517554,0.0003744802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084713,0.0001624072,0.9987223,0.000003579349,0.0001058958,0.00002660173,0.00007328979,0.00001809864,0.0000583774,0.00001630874,0.0001442821,0.0005603018],"study_design_scores_gemma":[0.000008994853,0.00006925023,0.999378,0.000006805094,0.00004617536,0.00004126811,0.0002097021,0.0001218142,0.00001290657,0.00001434424,0.00008720994,0.00000361039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988902,0.0002791951,0.00002122927,0.0001313616,0.00001350093,0.000006829775,0.0004031316,0.000001835522,0.000252628],"genre_scores_gemma":[0.9990677,0.0002016785,0.00003155685,0.00006381105,0.00001600431,0.000009528919,0.0003677685,0.000001465476,0.0002406138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04098175,"threshold_uncertainty_score":0.0814864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488629456743941,"score_gpt":0.3080896156770354,"score_spread":0.293203321109596,"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."}}