{"id":"W2144287807","doi":"10.1093/eurpub/ckr199","title":"Struggling to make ends meet: exploring pathways to understand why smokers in financial difficulties are less likely to quit successfully","year":2012,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Waterloo; National Institute for Health and Care Research; British Heart Foundation; National Cancer Institute; Cancer Research UK","keywords":"Psychology; Business; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006351912,0.0002015022,0.0004536099,0.0008127101,0.0001517293,0.0001179985,0.0002398395,0.00003466885,0.00002658296],"category_scores_gemma":[0.0006456187,0.0001778721,0.00008985115,0.0007043032,0.00001906332,0.0004002381,0.00008570258,0.0004124206,0.000007497315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008248145,"about_ca_system_score_gemma":0.0004375047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007510266,"about_ca_topic_score_gemma":0.0001429892,"domain_scores_codex":[0.9967692,0.0006772981,0.0008504197,0.0002110495,0.0007177404,0.0007742841],"domain_scores_gemma":[0.997669,0.00005065895,0.0003412244,0.0002182991,0.0002553271,0.001465529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002344813,0.0006079697,0.6507833,0.0002387421,0.00003829893,0.0003689346,0.1103081,0.0004861202,0.0008270561,0.0004906369,0.008539525,0.2270769],"study_design_scores_gemma":[0.001125293,0.0009150476,0.9555503,0.0006923465,0.00001537736,0.00007373273,0.03003371,0.000001219733,0.0001442765,0.000003280071,0.01126114,0.0001842321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721822,0.0001053026,0.012406,0.01357264,0.001148572,0.0002581858,0.00001195676,0.00003227927,0.0002829057],"genre_scores_gemma":[0.993647,0.00003131163,0.0007469759,0.004141392,0.001338519,0.000004286559,0.00000411422,0.00005230292,0.00003406177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.304767,"threshold_uncertainty_score":0.7253412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2697747453159904,"score_gpt":0.3312248896816039,"score_spread":0.06145014436561347,"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."}}