{"id":"W2793489798","doi":"10.1093/aje/kwy045","title":"Sex Differences in Attaining Cigarette Smoking and Nicotine Dependence Milestones Among Novice Smokers","year":2018,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Cancer Society Research Institute","keywords":"Nicotine; Medicine; Cigarette smoking; Hazard ratio; Proportional hazards model; Demography; Confidence interval; Psychological intervention; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006247548,0.0001599252,0.0002810798,0.0006546897,0.0002337257,0.0006036262,0.0003440811,0.000408231,0.002292662],"category_scores_gemma":[0.004099425,0.0002309599,0.0003824639,0.0002486117,0.0002706066,0.0003568254,0.0004609327,0.0003919922,0.0003595673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733766,"about_ca_system_score_gemma":0.0001611148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003480092,"about_ca_topic_score_gemma":0.005536015,"domain_scores_codex":[0.9996481,0.00007400595,0.0000353051,0.00008078675,0.00007746413,0.00008443012],"domain_scores_gemma":[0.9977331,0.0006361242,0.0007542378,0.0001382267,0.0001457152,0.0005926712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007018019,0.0000241131,0.9983612,0.000003763138,0.00001526738,0.00006589909,0.0001006489,0.00001115093,0.0001333629,0.00001329226,0.00002758881,0.001173413],"study_design_scores_gemma":[0.000001401132,0.00004749048,0.9996583,0.000002027928,0.00000276519,0.0001133613,0.00007275159,0.00002635486,0.00002369682,0.0000123309,0.00003839366,0.000001158623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992738,0.0001929669,0.00002337987,0.0000210634,0.000003461467,0.000003618085,0.00006827556,0.000001766953,0.0004117476],"genre_scores_gemma":[0.999391,0.00009310044,0.00002676972,0.00001262753,0.00000522629,0.000002940156,0.0001141878,0.00000176743,0.0003524197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003480092,"threshold_uncertainty_score":0.007669747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263312279702004,"score_gpt":0.3492733558222121,"score_spread":0.2966402330251921,"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."}}