{"id":"W2984072958","doi":"10.7205/milmed.169.10.807","title":"Orthopedic Injuries during Operation Enduring Freedom","year":2004,"lang":"en","type":"article","venue":"Military Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthopedic surgery; Medicine; Military medicine; Amputation; Injury prevention; Trauma center; Poison control; Surgery; Intervention (counseling); Military personnel; Retrospective cohort study; Medical emergency; Medical evacuation; Emergency medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004471122,0.0003031903,0.0005014153,0.0003637967,0.0002459715,0.00000624348,0.0001250546,0.0001354413,0.0003419661],"category_scores_gemma":[0.0005762547,0.0002521555,0.00008692443,0.000411814,0.0003232113,0.0003257166,0.00005657829,0.000380746,0.0001170314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003173024,"about_ca_system_score_gemma":0.0001700105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007723337,"about_ca_topic_score_gemma":0.000434167,"domain_scores_codex":[0.9976317,0.00005829533,0.0006494988,0.0005084642,0.0007133255,0.0004386854],"domain_scores_gemma":[0.9988523,0.00006172741,0.00006635952,0.0005394767,0.0001748054,0.0003053413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005530126,0.001713592,0.2481299,0.005104681,0.0008354569,0.002854475,0.05983109,0.009079112,0.5944943,0.003379446,0.004800792,0.06424706],"study_design_scores_gemma":[0.01483825,0.00161009,0.9542809,0.001733753,0.0003352823,0.0003627261,0.004111317,0.0002207381,0.01928626,0.0005340194,0.002185278,0.0005014012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812242,0.005885994,0.000688605,0.008410626,0.0007522843,0.0006803902,0.00001062104,0.0002999343,0.002047304],"genre_scores_gemma":[0.9940017,0.0005223068,0.00265111,0.0006544204,0.001423793,0.00004815251,0.0001896184,0.00005341586,0.0004555202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.706151,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760831077204827,"score_gpt":0.2775192294221767,"score_spread":0.2599109186501284,"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."}}