{"id":"W4241225246","doi":"10.1097/sa.0000000000000258","title":"Smoking Cessation","year":2016,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Perioperative; Smoking cessation; Intensive care medicine; Emergency medicine; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089145,0.00009487398,0.0005718787,0.00008460614,0.00002141704,0.000001711558,0.00006097552,0.0001329849,0.0002303383],"category_scores_gemma":[0.0009251098,0.00005354831,0.0001504085,0.0001200645,0.000154332,0.00003347447,0.00001189092,0.00004641212,0.00003623365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001942278,"about_ca_system_score_gemma":0.0000581702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000225587,"about_ca_topic_score_gemma":0.0000206816,"domain_scores_codex":[0.9988683,0.0003786607,0.0002574696,0.0001752281,0.000141369,0.0001789079],"domain_scores_gemma":[0.997619,0.001863012,0.00008551687,0.0002277896,0.0001333495,0.00007130804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002747419,0.00003086064,0.9771019,0.00001350962,0.00003430763,0.00004643645,0.00002234889,2.254424e-7,0.001642864,0.001169012,0.0001023997,0.01956144],"study_design_scores_gemma":[0.0007788099,0.0002537132,0.9847605,0.0000306571,0.00002523034,0.0001310812,0.000006612277,8.474303e-7,0.001558212,0.00006488814,0.0123178,0.0000716086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950265,0.0001417828,0.00007794831,0.000956064,0.00007360726,0.0000952006,0.000003272709,0.00003325408,0.003592384],"genre_scores_gemma":[0.9983103,0.00007258169,0.00009366086,0.0002995624,0.00004007084,0.00000377352,0.00001522629,0.00001131418,0.00115355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01948983,"threshold_uncertainty_score":0.2522043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961417387500617,"score_gpt":0.2924671630714331,"score_spread":0.2528529891964269,"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."}}