{"id":"W2035029748","doi":"10.1097/01.ta.0000159244.24884.9b","title":"The Invisible Trauma Patient: Emergency Department Discharges","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Medical Command; McMaster University","keywords":"Emergency department; Medical emergency; Medicine; Emergency medicine; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003593647,0.0002059071,0.0002988626,0.00007640893,0.0009065375,0.00003038912,0.0001014335,0.00007307429,0.0001830015],"category_scores_gemma":[0.0002375396,0.0001052307,0.0002423261,0.0001785292,0.0002662854,0.0001836397,0.00003616823,0.0004044095,0.00001061065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007740896,"about_ca_system_score_gemma":0.00003994107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000557499,"about_ca_topic_score_gemma":0.0003560466,"domain_scores_codex":[0.998292,0.0001379884,0.0006577965,0.0001320788,0.0004414003,0.0003387159],"domain_scores_gemma":[0.9986476,0.0001455627,0.000111122,0.0002065451,0.0006865359,0.0002025892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001989823,0.0009233697,0.1195315,0.000599401,0.0008098712,0.00002556892,0.02145773,0.00002727029,0.0007085587,0.006660051,0.1053697,0.7418972],"study_design_scores_gemma":[0.001729281,0.006699702,0.5599115,0.00021998,0.001789051,0.0008910006,0.01882635,0.00001703139,0.006073312,0.002691351,0.4006774,0.0004739889],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651465,0.020284,0.00009592057,0.00866346,0.001350867,0.0002065909,0.00002067416,0.00002625579,0.004205754],"genre_scores_gemma":[0.991188,0.007478745,0.00005368501,0.0002179098,0.0009513811,0.000009518121,0.000002584058,0.00001920833,0.00007889337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7414232,"threshold_uncertainty_score":0.6972445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655621507848055,"score_gpt":0.3176004164598885,"score_spread":0.301044201381408,"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."}}