{"id":"W2054023944","doi":"10.1097/00004630-200101000-00002","title":"Tourniquet and Subcutaneous Epinephrine Reduce Blood Loss During Burn Excision and Immediate Autografting","year":2001,"lang":"en","type":"article","venue":"Journal of Burn Care & Rehabilitation","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Tourniquet; Epinephrine; Anesthesia; Blood volume; Surgery; Blood loss; Saline; Eschar; Blood flow; Internal 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":[0.0005463181,0.0001860775,0.0004326129,0.0003933564,0.0001223854,0.00005893739,0.00006787133,0.00009404094,0.00004053877],"category_scores_gemma":[0.000662694,0.0001525609,0.0001425818,0.0002305233,0.00009457657,0.0003166155,0.00006003473,0.0003172989,0.000001570393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009162654,"about_ca_system_score_gemma":0.00003755395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000181395,"about_ca_topic_score_gemma":0.000007829636,"domain_scores_codex":[0.9983442,0.00008253073,0.0007093244,0.0002152105,0.0004113288,0.0002374364],"domain_scores_gemma":[0.9984433,0.000332657,0.0004093437,0.0001683852,0.000458211,0.0001880752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004008166,0.0003353409,0.6571367,0.002210007,0.0004067518,0.00484785,0.01755466,0.00005751775,0.06176068,0.000131272,0.0002836493,0.2512674],"study_design_scores_gemma":[0.008015264,0.007190048,0.9499182,0.001616072,0.0007673227,0.01381823,0.01102915,0.00009951051,0.001754763,0.0008965819,0.004485487,0.0004094205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920918,0.003682612,0.00007541946,0.003300396,0.0002260544,0.0002947247,0.000001808796,0.00003078617,0.0002963999],"genre_scores_gemma":[0.9936712,0.00135223,0.004200923,0.00008951644,0.0004492653,0.000003267043,0.000004979008,0.00002566761,0.000202961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2927814,"threshold_uncertainty_score":0.6221253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007074138683267938,"score_gpt":0.269596956720265,"score_spread":0.262522818036997,"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."}}