{"id":"W1971748281","doi":"10.1016/j.tmrv.2004.11.003","title":"Coagulation Disorders and Blood Product Use in Patients Undergoing Thoracoabdominal Aortic Aneurysm Repair","year":2005,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Aprotinin; Blood product; Coagulopathy; Anesthesia; Aortic aneurysm; Surgery; Blood volume; Blood transfusion; Aneurysm","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":[0.0005256435,0.0006237158,0.002218817,0.001960854,0.0002056249,0.0006303458,0.0005639669,0.0006947837,0.001605377],"category_scores_gemma":[0.001478536,0.0002221321,0.0009176535,0.002712055,0.0002134101,0.0004921955,0.00029031,0.0007939633,0.0004207813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022366,"about_ca_system_score_gemma":0.0008311226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002380363,"about_ca_topic_score_gemma":0.004847634,"domain_scores_codex":[0.9996606,0.0000626301,0.00008441378,0.00004776289,0.0001264999,0.00001803564],"domain_scores_gemma":[0.999201,0.0003964271,0.0002172144,0.00001072603,0.0001409475,0.00003366296],"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":[0.0003786397,0.0001158411,0.005890481,0.04106884,0.001331617,0.0006238244,0.0000870369,0.0002213642,0.0009722403,0.000314782,0.02028872,0.9287068],"study_design_scores_gemma":[0.0006609782,0.001642115,0.1204343,0.06932472,0.01481399,0.02147005,0.0006587232,0.0007267742,0.002556227,0.001410915,0.7660897,0.0002115112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004052117,0.9992188,0.00002862359,0.00005747592,0.00006303453,0.000002778735,0.00001505045,0.000001670683,0.0002072527],"genre_scores_gemma":[0.002023659,0.9975222,0.000106624,0.00008861878,0.00009337933,0.000005352236,0.00003347474,4.258545e-7,0.0001262938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002380363,"threshold_uncertainty_score":0.005370557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869953079195973,"score_gpt":0.3566932511585981,"score_spread":0.2879937203666384,"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."}}