{"id":"W3093485778","doi":"10.1093/ntr/ntaa214","title":"Seasonal Variation in Demand for Smoking Cessation Treatment and Clinical Outcomes","year":2020,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Public Health Ontario; University of Toronto; University of New Brunswick; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Abstinence; Demography; Seasonality; Smoking cessation; Cohort; Logistic regression; Nicotine replacement therapy; Internal medicine; Statistics; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001152755,0.0001373426,0.0002415707,0.0003905005,0.0004784977,0.0005548574,0.0005131699,0.0001956156,0.002124406],"category_scores_gemma":[0.00376453,0.0001334792,0.0003247159,0.001161481,0.000430466,0.0002526127,0.0004553409,0.0002725909,0.0001790206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003426489,"about_ca_system_score_gemma":0.003291186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5626199,"about_ca_topic_score_gemma":0.6355558,"domain_scores_codex":[0.9992701,0.0001360208,0.0000583434,0.0001766888,0.000214015,0.0001446651],"domain_scores_gemma":[0.997219,0.0004138295,0.001397194,0.0001148363,0.0005173086,0.0003378462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006284787,0.00001164331,0.9929107,0.0000511088,0.00008758536,0.00002082623,0.0004605858,0.0003204051,0.0002749093,0.00007805828,0.001025248,0.004696089],"study_design_scores_gemma":[0.000001635808,0.000007839787,0.9990355,0.000008359389,0.00001114766,0.00001598034,0.0001253322,0.0002910728,0.00002788558,0.00003574196,0.0004371198,0.000002536287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898956,0.0004839034,0.001125526,0.0005846404,0.00001594224,0.00005195669,0.005711095,0.00004183565,0.002089568],"genre_scores_gemma":[0.9976823,0.0001055383,0.0003257383,0.00006405346,0.000009339658,0.00002306079,0.001387405,0.000006426912,0.0003960135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5626199,"threshold_uncertainty_score":0.8799118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2102837533367455,"score_gpt":0.4682460639528105,"score_spread":0.257962310616065,"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."}}