{"id":"W4400676635","doi":"10.1101/2024.07.10.24310119","title":"Serum Glial Fibrillary Acidic Protein: Potential to Determine Stroke-Type, Time-Line and Tissue-Impact in Acute Stroke","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Ottawa Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Glial fibrillary acidic protein; Stroke (engine); Medicine; Intracerebral hemorrhage; Neuroimaging; Biomarker; Acute stroke; Internal medicine; Brain ischemia; Pathology; Ischemia; Subarachnoid hemorrhage; Immunohistochemistry; Psychiatry; Biology","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":[0.0009170321,0.0004935426,0.000297352,0.001456498,0.0001497353,0.0005266982,0.0002417463,0.0003791062,0.0007438772],"category_scores_gemma":[0.002881711,0.0001951494,0.0001906977,0.0006823767,0.000245626,0.000338425,0.0002614502,0.0002460587,0.0003170291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475683,"about_ca_system_score_gemma":0.0001745723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006070359,"about_ca_topic_score_gemma":0.0007928552,"domain_scores_codex":[0.9995646,0.0001961095,0.00007350138,0.00006044986,0.00007698135,0.00002836986],"domain_scores_gemma":[0.9984504,0.0004972492,0.0006203827,0.00007242215,0.0002215589,0.0001379927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008264892,0.00005782988,0.9813817,0.00004713635,0.00005920489,0.0002237809,0.00004257927,0.0002027604,0.007353075,0.00002863057,0.00007485283,0.009701997],"study_design_scores_gemma":[0.00002477714,0.0007956496,0.9857703,0.00002795387,0.00009651716,0.001653248,0.0001644538,0.003363075,0.007523525,0.0002327971,0.0003347378,0.00001291098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961635,0.001686768,0.001353653,0.00006222729,0.00001853945,0.00001322687,0.0001346557,0.00002530309,0.0005421519],"genre_scores_gemma":[0.9985298,0.0002459581,0.0009554082,0.00002671784,0.00002228537,0.000007794683,0.00008449925,0.000001870938,0.0001257324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001456498,"threshold_uncertainty_score":0.004849792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408116689460815,"score_gpt":0.2914986259314595,"score_spread":0.2774174590368514,"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."}}