{"id":"W2767456972","doi":"10.1097/eja.0000000000000708","title":"European guidelines on perioperative venous thromboembolism prophylaxis","year":2017,"lang":"en","type":"article","venue":"European Journal of Anaesthesiology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Perioperative; Intermittent pneumatic compression; Context (archaeology); Complication; Surgery; Sepsis; Fresh frozen plasma; Venous thromboembolism; Mechanical ventilation; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001948408,0.0002787705,0.0009592252,0.000206169,0.0005006588,0.0001091351,0.0007104881,0.00004047796,0.0001387362],"category_scores_gemma":[0.0009412567,0.0001931216,0.0002839327,0.00004739571,0.0003050198,0.0001417275,0.000177844,0.0004614581,0.0004981551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005071484,"about_ca_system_score_gemma":0.00008967687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001221278,"about_ca_topic_score_gemma":0.000002270994,"domain_scores_codex":[0.9974701,0.0007357335,0.0008370825,0.0003025909,0.000302248,0.0003522563],"domain_scores_gemma":[0.9974092,0.00003193212,0.0009243315,0.000836974,0.0005488672,0.0002486998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006501733,0.002095464,0.003531844,0.00008347776,0.0007634072,0.01797852,0.002448457,0.0001560285,0.00511182,0.003398864,0.03728542,0.9264965],"study_design_scores_gemma":[0.002265974,0.06176666,0.8249485,0.0004628297,0.0002333187,0.000543419,0.0003092325,0.000009616668,0.0006071276,0.00007893467,0.1084904,0.0002839185],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985972,0.0002457075,0.00005466248,0.005813155,0.0006657494,0.000230999,0.000002218634,0.00002727236,0.09436303],"genre_scores_gemma":[0.9904499,0.001559526,0.001941919,0.003947434,0.001451242,0.000001183495,0.000002513885,0.00008103171,0.0005652661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9262126,"threshold_uncertainty_score":0.787527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07406700459273134,"score_gpt":0.3415969851285535,"score_spread":0.2675299805358222,"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."}}