{"id":"W2332228718","doi":"10.1097/ta.0000000000000366","title":"Complications to evaluate adult trauma care","year":2014,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; University of Calgary; Institut National d'Excellence en Santé et en Services Sociaux; Université du Québec à Montréal","funders":"","keywords":"Medicine; Deep vein; Pulmonary embolism; Complication; Emergency medicine; Delphi method; Pneumonia; Distress; Delirium; Intensive care medicine; Thrombosis; Surgery; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0003166533,0.0001886707,0.0003670215,0.000138996,0.0004953113,0.00002811202,0.0001054386,0.00008070852,0.00005701355],"category_scores_gemma":[0.0005931489,0.0001235779,0.0001911546,0.0002174671,0.0002602299,0.00009520495,0.00003011359,0.0003611232,0.00001983854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008577653,"about_ca_system_score_gemma":0.00004679104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001658891,"about_ca_topic_score_gemma":0.0002797999,"domain_scores_codex":[0.998529,0.0001659134,0.0004857341,0.0001566272,0.0003995689,0.0002631694],"domain_scores_gemma":[0.996649,0.0001667011,0.00006881905,0.0002501198,0.002573151,0.0002921775],"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":[0.0022695,0.0006848946,0.09003539,0.002628766,0.0006742,0.00001682886,0.08208007,0.0001112586,0.003245225,0.02267839,0.04183392,0.7537416],"study_design_scores_gemma":[0.001788501,0.00534186,0.925652,0.0003824976,0.001615917,0.0005974949,0.02185143,0.000022411,0.002023772,0.001970188,0.03841329,0.0003406948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687387,0.002076438,0.001589782,0.008103092,0.0009967932,0.0002731918,0.00002897277,0.00004557967,0.01814747],"genre_scores_gemma":[0.9977807,0.000251342,0.0002100081,0.001021578,0.0006743291,0.00001020211,0.000004623021,0.00002090832,0.00002626111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8356165,"threshold_uncertainty_score":0.5039362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645404592305437,"score_gpt":0.3579895571362792,"score_spread":0.3315355112132248,"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."}}