{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003799278,0.000407142,0.0005531718,0.001417011,0.0005282588,0.000867914,0.0004062575,0.0009169884,0.1488863],"category_scores_gemma":[0.002261731,0.0002132258,0.0007036183,0.001190531,0.0000949905,0.0004216924,0.0003680798,0.001373396,0.03996265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207989,"about_ca_system_score_gemma":0.0005350533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008165295,"about_ca_topic_score_gemma":0.01305264,"domain_scores_codex":[0.9996696,0.00004466443,0.00004426354,0.00004742091,0.0001373191,0.00005685958],"domain_scores_gemma":[0.9992076,0.0001515977,0.00008585723,0.00007228462,0.0003329253,0.0001497982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006368159,0.0004864846,0.01864379,0.001002646,0.0001558431,0.0002377776,0.0001009851,0.00003809699,0.0004923443,0.0004411314,0.7876112,0.1901529],"study_design_scores_gemma":[0.0003300463,0.0004896196,0.315304,0.001895568,0.0002652197,0.001104744,0.0001967335,0.0003086671,0.000786645,0.0007139542,0.6785487,0.00005597334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07918297,0.06694147,0.002344207,0.04270734,0.04134482,0.001626859,0.2427203,0.001938105,0.5211939],"genre_scores_gemma":[0.242429,0.04241895,0.001566735,0.01822562,0.01456634,0.001180707,0.08239961,0.000321375,0.5968916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1488863,"threshold_uncertainty_score":0.4980743,"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."}}