{"id":"W2107881714","doi":"10.3109/10903127.2014.896962","title":"An Evidence-based Prehospital Guideline for External Hemorrhage Control: American College of Surgeons Committee on Trauma","year":2014,"lang":"en","type":"review","venue":"Prehospital Emergency Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Guideline; Tourniquet; Intensive care medicine; Trauma care; Evidence-based medicine; Medical emergency; Emergency medical services; Surgery; Alternative 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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009922222,0.001386847,0.004710768,0.0006734891,0.0002164225,0.00002688131,0.0009504824,0.0005219447,0.0002880272],"category_scores_gemma":[0.00154207,0.001238629,0.002552334,0.0009151648,0.0003187513,0.0003007809,0.00006655837,0.0007637009,0.00004100965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005585832,"about_ca_system_score_gemma":0.000922919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000207364,"about_ca_topic_score_gemma":0.0001309264,"domain_scores_codex":[0.9919711,0.0006000825,0.0034965,0.001568258,0.001365368,0.0009987369],"domain_scores_gemma":[0.9924719,0.0008736931,0.002212727,0.002026588,0.001751851,0.0006632838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007387309,0.0007821459,0.001849861,0.03833597,0.0003401992,0.0000719804,0.000287366,0.00006390657,0.00001488584,0.0001641838,0.004123158,0.9532276],"study_design_scores_gemma":[0.01141144,0.03830788,0.01030878,0.06817614,0.01424415,0.00009648923,0.002101357,0.002756678,0.0003403939,0.0001761726,0.8470885,0.004992051],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00726937,0.9660375,0.00580224,0.0003667979,0.002288671,0.009239879,0.008386078,0.0002923344,0.0003172012],"genre_scores_gemma":[0.2368623,0.7419732,0.01242538,0.0003178587,0.001349009,0.002535021,0.003647649,0.0006470832,0.0002425939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9482356,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04550748929664428,"score_gpt":0.3701506185113025,"score_spread":0.3246431292146583,"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."}}