{"id":"W3007362708","doi":"10.1097/shk.0000000000001514","title":"Challenges and Opportunities for Endovascular Treatment of Hemorrhage in Combat Casualty Care","year":2020,"lang":"en","type":"article","venue":"Shock","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Foothills Medical Centre","funders":"","keywords":"Endovascular treatment; Resuscitation; Damage control surgery; Patient care; Trauma care; Major trauma; Emergency department","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":[0.00004982282,0.0001144778,0.0003170039,0.00005924745,0.00001854053,0.000003721012,0.00002815126,0.00005221519,0.000006660866],"category_scores_gemma":[0.00005023656,0.0001008841,0.00006885792,0.00003919361,0.00003740502,0.00003794337,0.00001229569,0.00003504254,9.929987e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007003624,"about_ca_system_score_gemma":0.00006322414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002414684,"about_ca_topic_score_gemma":0.0001692019,"domain_scores_codex":[0.9993278,0.00002906031,0.0001854531,0.0001968726,0.0001271922,0.0001336106],"domain_scores_gemma":[0.9995704,0.00006526642,0.00004276953,0.0001447467,0.00007307221,0.0001037767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000338324,0.0001178255,0.00138922,0.001682274,0.00006378867,0.0001825871,0.02694238,0.000004946715,0.0009874969,0.0003599566,0.00003381953,0.9678974],"study_design_scores_gemma":[0.05808748,0.02318513,0.2729018,0.0008817225,0.001561494,0.0002574965,0.4563697,0.005111665,0.1212538,0.0007311921,0.05829658,0.001361856],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533046,0.0393266,0.00008959082,0.004300156,0.00005843805,0.0008811986,0.00005409665,0.00003736983,0.00194795],"genre_scores_gemma":[0.9947663,0.003601534,0.001236701,0.0001582289,0.0000598128,0.00004269955,0.00007610655,0.00001827023,0.00004035443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9665355,"threshold_uncertainty_score":0.4113936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1758123520930738,"score_gpt":0.319332400801628,"score_spread":0.1435200487085542,"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."}}