{"id":"W4321603442","doi":"10.5114/fn.2023.125119","title":"5-HT and S100β values in evaluating severity of cognitive impairment after traumatic brain injury","year":2023,"lang":"en","type":"article","venue":"Folia Neuropathologica","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"People's Government of Jilin Province","keywords":"Traumatic brain injury; Cognitive impairment; Psychology; Medicine; Cognition; Neuroscience; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005116108,0.0001347505,0.0001740139,0.00006973698,0.00003879411,0.00001146758,0.00008318436,0.00008615523,0.00002177076],"category_scores_gemma":[0.0004910066,0.0001149259,0.00005788662,0.0001687668,0.0001047159,0.00000419585,0.0001855672,0.0000909884,0.00000875814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004446328,"about_ca_system_score_gemma":0.00002226018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006581781,"about_ca_topic_score_gemma":0.000004427327,"domain_scores_codex":[0.9988379,0.0002638084,0.0002276395,0.0003349735,0.0001134938,0.0002221381],"domain_scores_gemma":[0.9996351,0.00004984351,0.00007520193,0.0001552415,0.0000411395,0.00004350094],"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":[0.0008792653,0.0003846689,0.09247616,0.0001782783,0.00002799193,0.0003447055,0.001477177,0.0000221577,0.8789825,0.00002858706,0.0006464523,0.02455208],"study_design_scores_gemma":[0.0006412834,0.002132163,0.9609217,0.0001024242,0.00001495114,0.00002934281,0.0003691746,0.0003031731,0.03471627,0.0005019117,0.00007404738,0.00019358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999011,0.0001737844,0.0000217253,0.0001161715,0.00004874109,0.0003257495,0.00006607914,0.00002221239,0.0002145126],"genre_scores_gemma":[0.999051,0.00009273583,0.0001560932,0.0003782123,0.00004256205,0.00009067213,0.00002811592,0.00001454605,0.0001460656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8684455,"threshold_uncertainty_score":0.4686541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300547614208006,"score_gpt":0.3248662075410273,"score_spread":0.2948114461202267,"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."}}