{"id":"W2070094465","doi":"10.1007/s00586-004-0716-2","title":"Tranexamic acid for major spinal surgery","year":2004,"lang":"en","type":"review","venue":"European Spine Journal","topic":"Blood transfusion and management","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Tranexamic acid; Medicine; Spinal surgery; Neurosurgery; Antifibrinolytic; Surgery; Blood transfusion; Blood loss; Anesthesia; Cardiac surgery","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":[0.000580959,0.0006982949,0.001739676,0.001646308,0.0002252316,0.00062114,0.0007405519,0.000835136,0.003613109],"category_scores_gemma":[0.001812478,0.0002346608,0.0005104112,0.001857366,0.0003177722,0.0008882717,0.0004098209,0.0009795841,0.000782499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207198,"about_ca_system_score_gemma":0.001033337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243299,"about_ca_topic_score_gemma":0.003125349,"domain_scores_codex":[0.9997397,0.00005531943,0.00009526971,0.00003279801,0.00005976143,0.00001721877],"domain_scores_gemma":[0.9992728,0.0003709548,0.0002319794,0.00001561159,0.00007387537,0.00003485415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002405665,0.00005252595,0.0001763455,0.02651817,0.0002828302,0.0004014395,0.00003123397,0.000197746,0.0007604442,0.0005191353,0.01559118,0.9552282],"study_design_scores_gemma":[0.0005033809,0.000917162,0.005301176,0.02425198,0.002837443,0.01084293,0.0001658679,0.000351219,0.001715731,0.001268994,0.9517838,0.00006027847],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002593447,0.9986976,0.00008980776,0.0001894114,0.0001699567,0.000006353682,0.00001630363,0.000004678013,0.0005665935],"genre_scores_gemma":[0.001747997,0.9971989,0.0001860023,0.0002277207,0.0001884804,0.000008383616,0.00002236061,0.000001025113,0.0004190227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003613109,"threshold_uncertainty_score":0.01208705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08508505689902639,"score_gpt":0.347604448921147,"score_spread":0.2625193920221206,"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."}}