{"id":"W4396999779","doi":"10.1161/svin.123.001304","title":"Prospective Validation of Glial Fibrillary Acidic Protein, <scp>d</scp> ‐Dimer, and Clinical Scales for Acute Large‐Vessel Occlusion Ischemic Stroke Detection","year":2024,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Brandon Regional Health Authority","funders":"","keywords":"Glial fibrillary acidic protein; Stroke (engine); Occlusion; D-dimer; Ischemic stroke; Brain ischemia; Dimer; Medicine; Ischemia; Cardiology; Internal medicine; Chemistry; Immunohistochemistry; Engineering","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":[0.01041168,0.0006717725,0.0004342665,0.001055251,0.000538887,0.001138888,0.0007691676,0.0007489977,0.0006647089],"category_scores_gemma":[0.01848198,0.0004769724,0.0004793452,0.0008261927,0.0005849581,0.0006505648,0.0008712627,0.0007936213,0.0006132203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000635863,"about_ca_system_score_gemma":0.000818709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275519,"about_ca_topic_score_gemma":0.00377842,"domain_scores_codex":[0.9957956,0.001897023,0.0004793053,0.0007064891,0.000828686,0.0002928266],"domain_scores_gemma":[0.9903436,0.002926115,0.003029005,0.00110424,0.001635507,0.0009616333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006899755,0.0001057816,0.9977942,0.000007212984,0.00002937436,0.00002211058,0.00006013896,0.00003876972,0.0002674575,0.00001619591,0.00007873157,0.000890086],"study_design_scores_gemma":[0.0001886734,0.0009130986,0.9972798,0.00001109152,0.00004950598,0.0001531838,0.00007787083,0.0007270706,0.0003461253,0.0000269437,0.0002197172,0.000006900589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986231,0.0001011677,0.0003557233,0.00002604974,0.00001644918,0.0001378593,0.0003399243,0.000005887233,0.000393802],"genre_scores_gemma":[0.9982125,0.0000375458,0.0005435668,0.00004488161,0.00001827194,0.0001408226,0.0009199866,0.000003557781,0.00007886063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041168,"threshold_uncertainty_score":0.05506289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122919060263682,"score_gpt":0.3003580146062517,"score_spread":0.2891288240036148,"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."}}