{"id":"W4411900738","doi":"10.1097/01.eem.0000000000000059","title":"New Tools and Targets: Optimizing Emergency Care for Neurotrauma Patients","year":2025,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical emergency; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004836816,0.001568225,0.001362497,0.002407243,0.002395931,0.007216095,0.002729896,0.002976276,0.01542099],"category_scores_gemma":[0.03590653,0.0005717103,0.001362883,0.001256835,0.001169347,0.009237877,0.005841115,0.008783454,0.006445259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003519027,"about_ca_system_score_gemma":0.0121908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315446,"about_ca_topic_score_gemma":0.01047683,"domain_scores_codex":[0.9949136,0.002055631,0.0007418844,0.0004174692,0.001443961,0.0004274827],"domain_scores_gemma":[0.9856818,0.003205183,0.001575759,0.0003329775,0.004597649,0.004606638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001202148,0.0006177123,0.01540378,0.001047735,0.0001134451,0.0007112138,0.0008711016,0.001029931,0.000234199,0.005845043,0.5157542,0.4582514],"study_design_scores_gemma":[0.0004034052,0.0009747689,0.03727178,0.0248134,0.0004049686,0.003477336,0.01142394,0.004343899,0.0009651358,0.09396532,0.821592,0.0003639784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01043203,0.09826718,0.02643422,0.8054083,0.01326305,0.0004780759,0.0007319822,0.001975071,0.04301006],"genre_scores_gemma":[0.1568262,0.2632752,0.2600769,0.253934,0.04092715,0.002470655,0.003412574,0.001168193,0.01790914],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01542099,"threshold_uncertainty_score":0.05158842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213298126617294,"score_gpt":0.3291340954205166,"score_spread":0.2870011141543437,"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."}}