{"id":"W2603811377","doi":"10.14740/jocmr3005w","title":"Traumatic Abdominal Solid Organ Injury Patients Might Benefit From Thromboelastography-Guided Blood Component Therapy","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Packed red blood cells; Thromboelastography; Injury Severity Score; Solid organ; Trauma center; Confidence interval; Retrospective cohort study; Surgery; Anesthesia; Blood transfusion; Poison control; Internal medicine; Injury prevention; Emergency medicine; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001532615,0.0001497695,0.0002212499,0.0002349583,0.0002170728,0.0003528076,0.0001067525,0.0001782914,0.001337219],"category_scores_gemma":[0.001101312,0.00006438704,0.0002063609,0.0003184079,0.0001707832,0.0002199827,0.0002337515,0.0003847097,0.0001220081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388395,"about_ca_system_score_gemma":0.0002800617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002843612,"about_ca_topic_score_gemma":0.0003934953,"domain_scores_codex":[0.9998945,0.00002263025,0.00001185527,0.00001547187,0.00002108231,0.00003450794],"domain_scores_gemma":[0.9993181,0.0001158045,0.0003645758,0.000014756,0.00004034172,0.0001464084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002764643,0.00006816807,0.9948505,0.00001876003,0.00001829146,0.0005886091,0.00002390744,0.00007510827,0.0006562841,0.00002254742,0.0000844742,0.003316895],"study_design_scores_gemma":[0.00002095279,0.0005771196,0.9940018,0.00001953909,0.00003858445,0.004155808,0.0001891298,0.0003370292,0.0003154559,0.00008517728,0.0002549862,0.000004349416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994456,0.0001492824,0.00007844596,0.00004882456,0.000003951327,0.000005478314,0.00003453092,0.000001875841,0.0002321158],"genre_scores_gemma":[0.9996599,0.0001012859,0.00008406009,0.00002503641,0.00001461017,0.000003401438,0.00008149263,4.506339e-7,0.000029754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001337219,"threshold_uncertainty_score":0.004473507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2807623480164424,"score_gpt":0.5375696209521683,"score_spread":0.2568072729357259,"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."}}