{"id":"W1761751829","doi":"10.1007/s11605-015-2902-4","title":"Venous Thromboembolism Prophylaxis in Liver Surgery","year":2015,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatectomy; Venous thromboembolism; Clinical Practice; General surgery; Coagulation; Anticoagulant; Hematology; Intensive care medicine; Internal medicine; Surgery; Resection; Thrombosis; Family 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":[0.002280068,0.0002536593,0.001618041,0.0008658202,0.00003732385,0.00004145254,0.0001293262,0.00006011496,0.0002114101],"category_scores_gemma":[0.001798572,0.0002082882,0.0004906398,0.0005027909,0.0001007364,0.0002728268,0.00006910847,0.0005146074,0.0001509333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050584,"about_ca_system_score_gemma":0.0008860693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001718427,"about_ca_topic_score_gemma":0.00001442407,"domain_scores_codex":[0.9971583,0.0001487161,0.001162593,0.0002206924,0.0007701343,0.0005395278],"domain_scores_gemma":[0.9973311,0.0006584948,0.0006641418,0.000256831,0.0005672615,0.0005221604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354243,0.00659774,0.6665617,0.0005106677,0.000225035,0.02034288,0.0006067202,0.0002481661,0.000885512,0.0001146105,0.2713653,0.03118747],"study_design_scores_gemma":[0.001127799,0.002417811,0.9639985,0.003294189,0.0001959584,0.01994513,0.0005611335,0.00006653328,0.0003457521,0.0002245358,0.007487986,0.0003346758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947741,0.001055163,0.0003185043,0.0009516065,0.0007806002,0.0002135752,0.000001796996,0.00002311501,0.001881535],"genre_scores_gemma":[0.9960076,0.0002201976,0.002386809,0.0004677891,0.0007211012,0.00000663551,0.000004006331,0.00004161212,0.0001441985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2974369,"threshold_uncertainty_score":0.8493746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09540774159841044,"score_gpt":0.274497149781304,"score_spread":0.1790894081828935,"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."}}