{"id":"W4385295543","doi":"10.1371/journal.pone.0288759","title":"Incidence of chronic disease following smoking cessation treatment: A matched cohort study using linked administrative healthcare data in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"Garron Family Cancer Centre; Medical Research Council; Social Sciences and Humanities Research Council of Canada; Canadian Cancer Society Research Institute; Royal College of Physicians and Surgeons of Canada; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Pfizer Canada; Cancer Care Ontario; Partenariat Canadien Contre Le Cancer; National Institutes of Health; University of Ottawa; Canada Research Chairs; Public Health Agency; Physicians' Services Incorporated Foundation; Sick Kids Foundation; Ontario Medical Association; Sunnybrook Foundation; C17 Council; Medical Psychiatry Alliance; University of Toronto; Public Health Agency of Canada; Health Canada; Pfizer; Canadian Centre for Applied Research in Cancer Control; Pediatric Oncology Group of Ontario; Ontario Neurotrauma Foundation","keywords":"Medicine; Incidence (geometry); Smoking cessation; Cohort; Health care; Cohort study; Environmental health; Disease; Demography; Gerontology; Internal medicine; Pathology","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":[0.001299123,0.0003196439,0.0005872989,0.001424433,0.002837962,0.001305326,0.001400842,0.0005034215,0.001410261],"category_scores_gemma":[0.002852294,0.0005281571,0.0009576264,0.004546891,0.0007279779,0.0004741541,0.0009934598,0.0006540742,0.0002022067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02874731,"about_ca_system_score_gemma":0.0303706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994369,"about_ca_topic_score_gemma":0.9956608,"domain_scores_codex":[0.998192,0.0002168345,0.0001518396,0.0003705118,0.0005936128,0.0004751691],"domain_scores_gemma":[0.9971583,0.0001935731,0.0007321659,0.0002164487,0.001082667,0.0006168872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008061865,0.0000292272,0.9972684,0.00002706012,0.0001107318,0.00006034167,0.0004634823,0.00005529553,0.0001018034,0.00005931659,0.0005352745,0.00120833],"study_design_scores_gemma":[0.00001467042,0.00001842364,0.9986846,0.00002024457,0.00004256094,0.00003081013,0.000430906,0.0002227711,0.00002325223,0.000015063,0.000488858,0.00000792552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907046,0.0007787234,0.0002324536,0.0002472601,0.00001480701,0.0001190243,0.006598445,0.00001133225,0.00129348],"genre_scores_gemma":[0.9968482,0.0003382052,0.0002285004,0.00009340981,0.000006212387,0.00003957409,0.001873043,0.000004356096,0.0005685179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02874731,"threshold_uncertainty_score":0.2085773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2018889312185935,"score_gpt":0.3676825216379936,"score_spread":0.1657935904194001,"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."}}