{"id":"W2527805791","doi":"10.1016/j.surg.2016.08.026","title":"Safety and feasibility of phlebotomy with controlled hypovolemia to minimize blood loss in liver resections","year":2016,"lang":"en","type":"article","venue":"Surgery","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Phlebotomy; Hypovolemia; Perioperative; Anesthesia; Surgery; Central venous pressure; Blood transfusion; Blood volume; Blood pressure; Packed red blood cells; Internal medicine; Heart rate","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":[0.0008474514,0.0001399752,0.0006356001,0.0002864024,0.00003610941,0.000005896615,0.00003720588,0.00008151445,0.00007017446],"category_scores_gemma":[0.001576312,0.00008994644,0.00008593583,0.0003764117,0.0001410975,0.00009482181,0.00002559185,0.00009399162,0.000008563495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009180935,"about_ca_system_score_gemma":0.0002168985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001223818,"about_ca_topic_score_gemma":0.0003928844,"domain_scores_codex":[0.9985245,0.0001459557,0.000486912,0.0003280968,0.0002702207,0.000244357],"domain_scores_gemma":[0.9976546,0.001507362,0.000122638,0.0003412984,0.0002122638,0.0001618166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01374039,0.0002929334,0.969021,0.0001089726,0.000077684,0.0001244004,0.0002591766,0.000001482646,0.006269166,0.00003071817,0.0002119264,0.009862139],"study_design_scores_gemma":[0.01187306,0.0001487125,0.9833285,0.0004716594,0.00009943213,0.00005179733,0.0001055751,0.000007491132,0.003542843,0.00004595784,0.0002012985,0.0001236799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962868,0.0002275664,0.0003410208,0.001274791,0.00009988647,0.0009561891,0.00003280517,0.00003632922,0.0007445985],"genre_scores_gemma":[0.9986533,0.0001175502,0.0007006566,0.000091216,0.00005124768,0.00005864202,0.000005019954,0.00001839665,0.0003040015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430748,"threshold_uncertainty_score":0.3667909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299961566139385,"score_gpt":0.283343016532295,"score_spread":0.2503434008709011,"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."}}