{"id":"W2696748647","doi":"10.1016/j.avsg.2017.06.048","title":"Smoking Cessation Rates among Patients Undergoing Vascular Surgery in a Canadian Center","year":2017,"lang":"en","type":"article","venue":"Annals of Vascular Surgery","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Vascular surgery; Smoking cessation; Logistic regression; Internal medicine; Abdominal surgery; Univariate analysis; Surgery; Multivariate analysis; Cardiac surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001945975,0.000201746,0.0005787606,0.0007626348,0.0002422613,0.00009254746,0.0001270467,0.0001966611,0.00008892827],"category_scores_gemma":[0.001446292,0.0002059408,0.0005511278,0.0001975713,0.00009476584,0.0005319714,0.00003695115,0.0001872934,0.000002899788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101288,"about_ca_system_score_gemma":0.0004612195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.126457,"about_ca_topic_score_gemma":0.04554201,"domain_scores_codex":[0.9978288,0.000131081,0.0005664039,0.0003324451,0.0005899328,0.0005513325],"domain_scores_gemma":[0.9980059,0.0002748903,0.0003796008,0.0007455014,0.0003349707,0.0002591285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001513603,0.0001481695,0.9930783,0.0001312024,0.0001397575,0.00004151614,0.0001275005,0.00001104748,0.00001198302,0.000009081024,0.0007801095,0.005506197],"study_design_scores_gemma":[0.0005226954,0.00001424373,0.9958786,0.0009767606,0.0000733895,0.000001438107,0.00004866434,0.00002938843,0.001535293,0.00003807788,0.0006845484,0.000196923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982899,0.0001863445,0.00001273596,0.0003261198,0.0005399407,0.0002230601,0.000010385,0.00002288875,0.0003885695],"genre_scores_gemma":[0.9986768,0.0006582887,0.000005974317,0.0002367854,0.00008367532,0.00002144052,0.0002616342,0.00003785787,0.00001759383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08091499,"threshold_uncertainty_score":0.9718744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06331735961669246,"score_gpt":0.3123759697574872,"score_spread":0.2490586101407948,"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."}}