{"id":"W4409136392","doi":"10.1177/15357597251324016","title":"Out with prolactin, in with neurofilament light and glial fibrillary acidic protein","year":2025,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epilepsy; Glial fibrillary acidic protein; Cohort; Psychogenic disease; Internal medicine; Medicine; Traumatic brain injury; Gastroenterology; Cerebrospinal fluid; Pathology; Psychology; Endocrinology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000138576,0.0002436576,0.0002976104,0.0003324093,0.0003254684,0.000310859,0.0001165056,0.0001865485,0.002106736],"category_scores_gemma":[0.0008861561,0.0001196168,0.0003476166,0.0004205467,0.0001527812,0.0002481749,0.0001978521,0.0003623309,0.0003216653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024865,"about_ca_system_score_gemma":0.0001980561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130045,"about_ca_topic_score_gemma":0.003021061,"domain_scores_codex":[0.9998246,0.00001956692,0.0000297341,0.00005854403,0.000031836,0.00003581456],"domain_scores_gemma":[0.9997695,0.00004455631,0.00009133247,0.00002002111,0.00002595935,0.00004861208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007140545,0.00006472077,0.9893677,0.00002276685,0.00005758203,0.002508229,0.0001365774,0.00002296314,0.001976278,0.00002700538,0.0002197309,0.004882437],"study_design_scores_gemma":[0.00003552203,0.0004049575,0.9851654,0.00001534983,0.00006455506,0.01226101,0.0003037116,0.0001288506,0.0004786282,0.0000593676,0.001077457,0.000005280453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9980726,0.0007182706,0.00009633767,0.00005071519,0.00002385907,0.000008970102,0.0002250371,0.000006152298,0.0007980511],"genre_scores_gemma":[0.9989898,0.0001788993,0.00006644109,0.00007996864,0.00002078319,0.000006875091,0.0001860687,0.000001942929,0.0004691675],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002130045,"threshold_uncertainty_score":0.007047713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864414777963599,"score_gpt":0.2849225717834886,"score_spread":0.2662784240038527,"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."}}