{"id":"W4376461326","doi":"10.2139/ssrn.4439146","title":"Pediatric Reference Intervals for Serum Neurofilament Light and Glial Fibrillary Acidic Protein","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Neurological diseases and metabolism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of British Columbia","funders":"","keywords":"Glial fibrillary acidic protein; Neurofilament; Chemistry; Neuroscience; Pathology; Medicine; Biology; Immunohistochemistry","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":[0.002273585,0.0009221415,0.0009775613,0.002446085,0.0004841492,0.001455603,0.0009689785,0.0009345373,0.003428445],"category_scores_gemma":[0.007791146,0.0002395927,0.0007066699,0.00225201,0.0002754022,0.0006473529,0.0007991684,0.001263871,0.002297643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008656316,"about_ca_system_score_gemma":0.0007013953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005615953,"about_ca_topic_score_gemma":0.002536888,"domain_scores_codex":[0.9985715,0.0003424221,0.0001750536,0.0004424306,0.0003174676,0.0001510743],"domain_scores_gemma":[0.9956202,0.00106203,0.0008242708,0.0004681503,0.001752872,0.0002724176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005392464,0.0002695913,0.5991127,0.0005912364,0.0005313295,0.00275538,0.001282553,0.004580928,0.01275615,0.01415154,0.04891106,0.309665],"study_design_scores_gemma":[0.0002418334,0.001559416,0.7806967,0.0009094818,0.0008890044,0.01351588,0.0009735445,0.01150855,0.04491624,0.009606148,0.1350486,0.0001346216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7278969,0.04569938,0.1428469,0.002421003,0.002075184,0.000174845,0.03646573,0.003957668,0.03846239],"genre_scores_gemma":[0.9103826,0.006843727,0.04985699,0.0006091538,0.0003339617,0.0003247011,0.02437851,0.0005907365,0.006679552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005615953,"threshold_uncertainty_score":0.01202404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035192592183507,"score_gpt":0.2947546703912219,"score_spread":0.2444027444693869,"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."}}