{"id":"W2930082858","doi":"10.18332/tpc/105289","title":"Assessment of factors affecting the duration and quality of tobacco dependence remissions based on the annual reports of tobacco dependence treatment rooms of the Russian Federation","year":2019,"lang":"en","type":"article","venue":"Tobacco Prevention & Cessation","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Third Health Programme; University of Waterloo; Canadian Institutes of Health Research; European Commission","keywords":"Russian federation; Medicine; Tobacco use; Tobacco leaf; Environmental health; Quality (philosophy); Business; Physics; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002053479,0.0001971818,0.0002232002,0.001380503,0.0006223254,0.0005842967,0.000487574,0.0001945442,0.003086916],"category_scores_gemma":[0.006346799,0.0001580689,0.0004286318,0.00070104,0.0002692167,0.0002351064,0.0005198548,0.0002962942,0.000362629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007479232,"about_ca_system_score_gemma":0.0008752301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321438,"about_ca_topic_score_gemma":0.0128362,"domain_scores_codex":[0.9986368,0.000477332,0.0002000479,0.0001497139,0.0003206113,0.0002155983],"domain_scores_gemma":[0.9935975,0.001150324,0.003391689,0.0002680991,0.001091746,0.0005006884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006500045,0.0000417565,0.9901165,0.00004631041,0.00003415859,0.00003053482,0.0006914355,0.0001667206,0.0002911343,0.00004489878,0.0004377295,0.008033675],"study_design_scores_gemma":[0.000001261183,0.00004446905,0.9986406,0.00001280424,0.00001299393,0.00005411545,0.0004527998,0.0001378633,0.0001062311,0.00000670473,0.0005272233,0.000002840906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958496,0.0004895441,0.0003102205,0.0001704196,0.00001879521,0.0000374185,0.001055099,0.00002831458,0.002040565],"genre_scores_gemma":[0.9984169,0.0001700163,0.0002290207,0.00001246839,0.00001785909,0.00002405101,0.0005951466,0.000004951077,0.0005295228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321438,"threshold_uncertainty_score":0.02627492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777274346828103,"score_gpt":0.3793688971148057,"score_spread":0.3215961536465247,"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."}}