{"id":"W2055422313","doi":"10.1097/00005373-200105000-00009","title":"Irreversible Shock Is Not Irreversible: A New Model of Massive Hemorrhage and Resuscitation","year":2001,"lang":"en","type":"article","venue":"","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Resuscitation; Medicine; Shock (circulatory); Hematocrit; Blood pressure; Anesthesia; Mean arterial pressure; Blood volume; Survival rate; Surgery; Heart rate; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003124421,0.001078058,0.0006134789,0.0005152677,0.0003426026,0.0003738772,0.0007097969,0.0005675036,0.001668173],"category_scores_gemma":[0.0002433867,0.0002227721,0.0004599083,0.0002278675,0.0007815459,0.0004635422,0.0005332039,0.001437857,0.0002904077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004014736,"about_ca_system_score_gemma":0.0004710165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000559235,"about_ca_topic_score_gemma":0.0007132779,"domain_scores_codex":[0.9997538,0.00003974804,0.00001744108,0.0000409483,0.00007779335,0.00007029504],"domain_scores_gemma":[0.9997184,0.00003428589,0.00007377817,0.00005081858,0.00001616117,0.000106583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005292227,0.00539932,0.002484174,0.0003241188,0.00006659193,0.002406346,0.0002186014,0.00237165,0.9590475,0.003432856,0.001721049,0.01723574],"study_design_scores_gemma":[0.003854444,0.144528,0.0268979,0.0002703497,0.0005654952,0.01410598,0.0004998542,0.025881,0.7490428,0.005280953,0.02885393,0.0002193771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892377,0.001013873,0.006028587,0.0003791845,0.0001777911,0.0002277685,0.000282876,0.0001508728,0.002501364],"genre_scores_gemma":[0.9785662,0.002179065,0.01156539,0.0003977321,0.0001223155,0.000472276,0.00100815,0.00003362698,0.005655142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001668173,"threshold_uncertainty_score":0.005580664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614603132987526,"score_gpt":0.2871455468990985,"score_spread":0.2409995155692233,"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."}}