{"id":"W3126891589","doi":"10.1186/s12889-021-11477-2","title":"Factors motivating smoking cessation: a cross-sectional study in a lower-middle-income country","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biostatistics; Smoking cessation; Nicotine replacement therapy; Demography; Logistic regression; Public health; Quit smoking; Peer pressure; Epidemiology; Quarter (Canadian coin); Cross-sectional study; Environmental health; Social psychology; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007256582,0.0002409636,0.0003300511,0.0005314514,0.001209289,0.0008781177,0.0002650864,0.0005738472,0.002442138],"category_scores_gemma":[0.001068343,0.00050791,0.000383062,0.0007966771,0.0004089191,0.0006805229,0.0004985822,0.000812218,0.0005539157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310144,"about_ca_system_score_gemma":0.0006562887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345586,"about_ca_topic_score_gemma":0.01644939,"domain_scores_codex":[0.9996701,0.00008466678,0.00002903185,0.00005076062,0.00007221375,0.00009309786],"domain_scores_gemma":[0.9992137,0.0001483144,0.0002397917,0.00003546736,0.0001031178,0.000259624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001549082,0.0001579689,0.9987794,0.00001522543,0.00001234503,0.00005882578,0.0004091881,0.000005742848,0.0000655766,0.000005773017,0.00005570001,0.0004186411],"study_design_scores_gemma":[0.00000479723,0.0002382203,0.9973323,0.0000171143,0.0000145429,0.0001412616,0.002037734,0.0000385617,0.00001501284,0.00000640854,0.0001511281,0.000003001045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993746,0.00007677742,0.00002720243,0.00004456795,0.000003755215,0.00002091704,0.0001412949,9.382864e-7,0.0003099416],"genre_scores_gemma":[0.9994258,0.0001402059,0.00006349792,0.00008412347,0.000006351575,0.00002029697,0.0001327238,7.912118e-7,0.0001262412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345586,"threshold_uncertainty_score":0.02675509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15763832788359,"score_gpt":0.3912926535019213,"score_spread":0.2336543256183313,"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."}}