{"id":"W4214902964","doi":"10.1136/tobaccocontrol-2021-056575","title":"Smoking cessation: health system challenges and opportunities","year":2022,"lang":"en","type":"editorial","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Smoking cessation; Medicine; Tobacco control; Psychological intervention; Health care; Nursing; Family medicine; Public relations; Public health; Economic growth; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01567132,0.002719292,0.00349518,0.002591499,0.005566495,0.01192732,0.004243545,0.03567016,0.01015951],"category_scores_gemma":[0.04965977,0.001187241,0.002788384,0.002078332,0.008649271,0.01230238,0.00380702,0.03246804,0.003934575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00696971,"about_ca_system_score_gemma":0.01064253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215312,"about_ca_topic_score_gemma":0.01112592,"domain_scores_codex":[0.9892269,0.00377905,0.001238427,0.001232405,0.003664502,0.0008586207],"domain_scores_gemma":[0.9473682,0.03660537,0.001662168,0.001086991,0.008350007,0.004927271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002301594,0.00001955849,0.00004632812,0.0006377713,0.00002022552,0.0002473013,0.0001915388,0.00004880679,0.00004945101,0.002600808,0.979006,0.01710923],"study_design_scores_gemma":[0.00003905306,0.00003033105,0.0002698362,0.001434047,0.00003277379,0.0003468797,0.0003335563,0.0001287017,0.00003937847,0.005209814,0.9921042,0.00003142089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006525205,0.03296066,0.000137205,0.3082887,0.6571563,0.00001250998,0.00002090695,0.00003872126,0.001319758],"genre_scores_gemma":[0.0008712088,0.02238368,0.0001555791,0.0979078,0.875101,0.00002523874,0.00001759711,0.00002504496,0.003512807],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03567016,"threshold_uncertainty_score":0.08287883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05917696509760468,"score_gpt":0.3046287122464446,"score_spread":0.2454517471488399,"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."}}