{"id":"W4408247935","doi":"10.3171/2024.10.jns241516","title":"Is there a clinical benefit of S100B for the management of mild traumatic brain injury?","year":2025,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traumatic brain injury; Trauma center; Head trauma; Pediatrics; Internal medicine; Emergency medicine; Retrospective cohort study; Surgery","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":[0.0009283557,0.0002589947,0.0007263328,0.0005532752,0.0002222163,0.000534313,0.000290982,0.0007040023,0.002236143],"category_scores_gemma":[0.004777836,0.00009395693,0.0004373605,0.0004601916,0.0005765919,0.0005844435,0.0002915579,0.0004944276,0.000321794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003541606,"about_ca_system_score_gemma":0.0006367165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005038146,"about_ca_topic_score_gemma":0.0008685159,"domain_scores_codex":[0.9996127,0.0001266715,0.00005560579,0.00004682642,0.0001051843,0.00005291252],"domain_scores_gemma":[0.9981356,0.0006836767,0.0006200721,0.00004555264,0.0002124586,0.0003026747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01534311,0.0008532825,0.6695721,0.001574785,0.0005681196,0.003782335,0.0001845724,0.000399566,0.004797241,0.000373276,0.003453159,0.2990986],"study_design_scores_gemma":[0.001531154,0.01144616,0.9582955,0.001786449,0.0008934395,0.01115057,0.001265439,0.001093316,0.00157121,0.001209002,0.009708072,0.00004978013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196517,0.06910958,0.000349763,0.00816305,0.0002809224,0.00004606823,0.0001686016,0.00001737608,0.002212996],"genre_scores_gemma":[0.9868399,0.0107309,0.0004519417,0.0009647149,0.0006529337,0.00001838181,0.0001762186,0.000003113958,0.0001618981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002236143,"threshold_uncertainty_score":0.007480621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06007114768546386,"score_gpt":0.362077409332117,"score_spread":0.3020062616466532,"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."}}