{"id":"W2053748105","doi":"10.1097/aia.0b013e3181b485af","title":"Prevention of Perioperative Venous Thromboembolism","year":2009,"lang":"en","type":"review","venue":"International Anesthesiology Clinics","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Venous thromboembolism; Perioperative; Intensive care medicine; MEDLINE; Anesthesia; Internal medicine; Thrombosis","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":[0.0007102628,0.0008325228,0.001599657,0.001954776,0.000219651,0.0005683801,0.0009451709,0.0009088499,0.004297725],"category_scores_gemma":[0.001803436,0.000227934,0.0008849861,0.001401813,0.0002468706,0.00062459,0.0003792394,0.001359947,0.001633064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004450428,"about_ca_system_score_gemma":0.001013249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566423,"about_ca_topic_score_gemma":0.002480844,"domain_scores_codex":[0.9996182,0.00009026283,0.00005655101,0.00004760615,0.0001568411,0.00003053758],"domain_scores_gemma":[0.9994316,0.0002441343,0.0001175103,0.00001519293,0.0001555704,0.00003601733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007266286,0.00006783363,0.0002194858,0.01358005,0.0001591017,0.00006135216,0.00001462315,0.0001234276,0.0003213489,0.0006212396,0.01835083,0.9664081],"study_design_scores_gemma":[0.0004091565,0.0007588948,0.0100606,0.05781213,0.001318353,0.00398425,0.0001297779,0.0004526409,0.001807355,0.003353066,0.9198568,0.00005706211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001307964,0.9985456,0.00008567583,0.0003049921,0.0001670441,0.000007426375,0.00001488323,0.000005392029,0.0007382651],"genre_scores_gemma":[0.0009377041,0.9984842,0.0001480233,0.0001139623,0.0001138719,0.000007402557,0.00002146502,5.981766e-7,0.0001728208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004297725,"threshold_uncertainty_score":0.01437736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.072353296792474,"score_gpt":0.4178499480438195,"score_spread":0.3454966512513455,"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."}}