{"id":"W2073020278","doi":"10.1097/ta.0b013e318232e53f","title":"Causes of Death in Canadian Forces Members Deployed to Afghanistan and Implications on Tactical Combat Casualty Care Provision","year":2011,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Aeronautics; Medical emergency; Forensic engineering; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001229891,0.0003097759,0.0001888264,0.003482742,0.002518175,0.001253937,0.000935573,0.0005047248,0.001021519],"category_scores_gemma":[0.01059704,0.0002174528,0.0002527247,0.003646706,0.0007291902,0.0003594358,0.0007117413,0.0004664913,0.00009872534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02288001,"about_ca_system_score_gemma":0.04534024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9499286,"about_ca_topic_score_gemma":0.9726274,"domain_scores_codex":[0.9987213,0.0001302532,0.0001453158,0.00007708088,0.0006451159,0.0002807567],"domain_scores_gemma":[0.9920959,0.0008822519,0.001918145,0.0001073209,0.004271415,0.0007248847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000170252,0.0000249594,0.9066883,0.000879102,0.00008932188,0.002626037,0.004498901,0.0002216539,0.0004345426,0.0003449153,0.01400699,0.07001499],"study_design_scores_gemma":[0.00001156487,0.00003043715,0.9767179,0.0008003023,0.00008701567,0.001603497,0.00676035,0.000250183,0.000272826,0.00007138524,0.0133586,0.00003593524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142553,0.05780285,0.0002967969,0.009428793,0.000220327,0.000169384,0.005890237,0.00005496389,0.01188131],"genre_scores_gemma":[0.9699066,0.02571991,0.0005811779,0.0005955215,0.00008109013,0.00004639181,0.002105297,0.00000597585,0.0009580012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05007136,"threshold_uncertainty_score":0.1660069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159076854482254,"score_gpt":0.3476986297844755,"score_spread":0.3061078612396529,"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."}}