{"id":"W2023807492","doi":"10.1093/ntr/ntq052","title":"To what extent do smokers make spontaneous quit attempts and what are the implications for smoking cessation maintenance? Findings from the International Tobacco Control Four country survey","year":2010,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; National Cancer Institute; Cancer Research UK","keywords":"Smoking cessation; Abstinence; Tobacco control; Quit smoking; Medicine; Demography; Psychology; Psychiatry; Public health","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004533987,0.0002328774,0.000289419,0.0001673902,0.0007131803,0.001974279,0.0006965699,0.0002062787,0.000160045],"category_scores_gemma":[0.002207694,0.0001520422,0.0001003988,0.0004482133,0.0002138973,0.0006010796,0.0002094502,0.0009505348,0.000009353595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310505,"about_ca_system_score_gemma":0.0001993268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576816,"about_ca_topic_score_gemma":0.008814895,"domain_scores_codex":[0.9969903,0.0002225128,0.0004403426,0.0006351026,0.001109012,0.0006026998],"domain_scores_gemma":[0.9945571,0.002824065,0.000157517,0.000849856,0.001417467,0.0001939272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004074931,0.00008517387,0.9429706,0.000008207303,0.00008052513,0.000008321137,0.0004642505,0.000007996923,0.002713659,0.0004361083,0.004920012,0.04789769],"study_design_scores_gemma":[0.001892577,0.0001105899,0.9824933,0.0003007965,0.00008250705,0.0001156079,0.005200843,0.00005660352,0.0002830175,0.0002783149,0.009020759,0.000165017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430211,0.0002511425,0.0002452398,0.05311974,0.001189105,0.001840065,0.0002388432,0.00004306796,0.00005171812],"genre_scores_gemma":[0.9950341,0.0005361538,0.00006160596,0.002469009,0.0006803799,0.0005294888,0.0003762971,0.00004906217,0.0002638766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05201305,"threshold_uncertainty_score":0.9990618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0797053118606984,"score_gpt":0.3705485232360166,"score_spread":0.2908432113753182,"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."}}