{"id":"W2614895944","doi":"10.1097/sa.0000000000000300","title":"Perioperative Aspirin for Prevention of Venous Thromboembolism","year":2017,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Aspirin; Venous thromboembolism; Perioperative; Intensive care medicine; Anesthesia; Surgery; Thrombosis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008211457,0.0001239917,0.0009693761,0.00007177068,0.000138671,0.000007504115,0.0002071978,0.0001161664,0.00006399973],"category_scores_gemma":[0.0005179273,0.0001044708,0.0001333605,0.00003275832,0.0003066261,0.00005726433,0.00005732362,0.0000588664,0.000006328154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001502677,"about_ca_system_score_gemma":0.00009478365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281129,"about_ca_topic_score_gemma":0.0003568455,"domain_scores_codex":[0.998978,0.0001419439,0.0003472308,0.0002300516,0.0001043738,0.0001984531],"domain_scores_gemma":[0.9985195,0.0001546718,0.0003946557,0.000561905,0.0003209831,0.00004831913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002232482,0.007522947,0.7930115,0.002082642,0.001511185,0.00004274484,0.002778515,0.00005083817,0.02545473,0.02039402,0.002967174,0.1419512],"study_design_scores_gemma":[0.001108902,0.003982395,0.9861351,0.0000986062,0.0001192056,0.000007387054,0.00006045993,0.00002018225,0.006798713,0.0004421855,0.001139292,0.00008753365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996881,0.0002117048,0.0001115852,0.0002325275,0.000150464,0.000804502,0.00002165894,0.00001140013,0.001575132],"genre_scores_gemma":[0.9984528,0.0001373019,0.0008295571,0.00009665647,0.00004726317,0.00005121289,0.00007455273,0.00001800389,0.0002926513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1931236,"threshold_uncertainty_score":0.4260193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0914437896575242,"score_gpt":0.3754114258351472,"score_spread":0.283967636177623,"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."}}