{"id":"W4253710056","doi":"10.21203/rs.3.rs-15687/v2","title":"Identifying contexts and mechanisms in multiple behavior change interventions affecting smoking cessation success: A rapid realist review","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Calgary; Centre for Addiction and Mental Health","funders":"University of Toronto; Medical Psychiatry Alliance; Public Health Agency; Public Health Agency of Canada; Centre for Addiction and Mental Health","keywords":"Smoking cessation; Psychological intervention; Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04849867,0.001838366,0.009699962,0.005568655,0.000925023,0.007995355,0.003705605,0.005293138,0.00468622],"category_scores_gemma":[0.08767897,0.001918413,0.005127194,0.003795727,0.003148723,0.007690158,0.003721731,0.007660776,0.0009366201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006502516,"about_ca_system_score_gemma":0.02099367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006589484,"about_ca_topic_score_gemma":0.01728386,"domain_scores_codex":[0.9874701,0.005278972,0.002873389,0.001663008,0.002293291,0.0004211321],"domain_scores_gemma":[0.8044865,0.1731904,0.007574345,0.003141588,0.01050318,0.001103927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007458368,0.0003214348,0.00101388,0.2539783,0.004306901,0.0001365542,0.0007013247,0.0003352046,0.0007641052,0.008895417,0.008053018,0.7207481],"study_design_scores_gemma":[0.001021507,0.002252809,0.01429281,0.5972224,0.03497902,0.0004645451,0.001872708,0.0007410593,0.001276006,0.0211471,0.3244735,0.0002565355],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000266728,0.9962935,0.000463917,0.002075871,0.0004189209,0.0001338295,0.00004397926,0.00001049522,0.0002927635],"genre_scores_gemma":[0.005019519,0.9877039,0.003120618,0.002907396,0.0006390308,0.0003426266,0.00006081127,0.0000152791,0.0001908153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04849867,"threshold_uncertainty_score":0.2564886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3529762081062841,"score_gpt":0.4853665781590177,"score_spread":0.1323903700527336,"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."}}