{"id":"W60198797","doi":"10.1016/j.gheart.2014.03.1276","title":"O062 Smoking and perioperative cardiovascular and medical outcomes in patients undergoing non-cardiac surgery","year":2014,"lang":"en","type":"article","venue":"Global Heart","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Perioperative; Cohort; Internal medicine; Population; Cohort study; Demography; Surgery; Environmental health","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":[0.0006363579,0.0001623011,0.000235491,0.0003243202,0.0001981645,0.000434926,0.0002755942,0.0004340415,0.002306873],"category_scores_gemma":[0.001864475,0.0001826598,0.0004575274,0.000587352,0.0001665093,0.0002925012,0.0003054095,0.0005597597,0.0003184534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178316,"about_ca_system_score_gemma":0.0004163782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004279007,"about_ca_topic_score_gemma":0.006693355,"domain_scores_codex":[0.999765,0.00005957146,0.00002918647,0.00004476523,0.00004421443,0.00005724807],"domain_scores_gemma":[0.9987369,0.000340424,0.0005173969,0.00009318106,0.00008107972,0.0002309632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001312263,0.00003032051,0.9990527,0.000008127008,0.00002325929,0.00002106878,0.00002070275,0.0000123239,0.00007358905,0.00000727513,0.00005388425,0.000565588],"study_design_scores_gemma":[0.000006655145,0.00007774286,0.9996071,0.000004633376,0.0000131916,0.00004469419,0.00004083884,0.00008186691,0.00001465507,0.00001156663,0.00009510376,0.000001841429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999164,0.0001813918,0.00003360461,0.0000285418,0.000009062346,0.000004403017,0.000259045,0.000001374172,0.0003186609],"genre_scores_gemma":[0.9992398,0.00009565613,0.00004700793,0.00002666107,0.00002289097,0.000005422613,0.0003716976,0.000001702963,0.000189108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004279007,"threshold_uncertainty_score":0.008508205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007448287152716921,"score_gpt":0.2447825178016355,"score_spread":0.2373342306489186,"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."}}