{"id":"W2744009888","doi":"10.1055/s-0037-1605360","title":"Trends in Perioperative Venous Thromboembolism Associated with Major Noncardiac Surgery","year":2017,"lang":"en","type":"article","venue":"TH Open","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Perioperative; Deep vein; Pulmonary embolism; Odds ratio; Incidence (geometry); Thrombosis; Cardiac surgery; Venous thromboembolism; Complication; Surgery; Vascular surgery; Internal medicine","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":[0.0007161945,0.0001574855,0.0002036397,0.001208206,0.0001687552,0.0005416746,0.0003923124,0.0002820392,0.001392407],"category_scores_gemma":[0.003280173,0.0001235024,0.0005432133,0.0015752,0.0001114701,0.0005824882,0.0003709389,0.0005711662,0.0001711426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006210855,"about_ca_system_score_gemma":0.0006699264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626165,"about_ca_topic_score_gemma":0.02702977,"domain_scores_codex":[0.9993058,0.00007679001,0.000155319,0.0001759138,0.0001833386,0.0001027793],"domain_scores_gemma":[0.9963894,0.0003093676,0.00219495,0.00008844406,0.0007639286,0.0002538702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002437437,0.00001136809,0.9966435,0.00003675324,0.00007236676,0.00001591308,0.00002307519,0.00007276885,0.00005162146,0.00004956435,0.0006235815,0.002375035],"study_design_scores_gemma":[0.000002430081,0.00002646942,0.9984085,0.00003100257,0.00003331919,0.0001747172,0.00009735368,0.0003901478,0.00005803987,0.00002809956,0.000746808,0.000003058476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825289,0.004644721,0.0005861942,0.0007906983,0.00005583436,0.00002130931,0.00939081,0.00003953047,0.001941907],"genre_scores_gemma":[0.9919872,0.001827111,0.0004053591,0.0001203885,0.00006236439,0.00001869261,0.005367395,0.00000629011,0.0002051495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626165,"threshold_uncertainty_score":0.03233397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592696218867925,"score_gpt":0.3338011376156071,"score_spread":0.2878741754269279,"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."}}