{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005902493,0.0002309955,0.0004619514,0.0002459182,0.00009720236,0.00003139014,0.00008113593,0.0002509282,0.000018926],"category_scores_gemma":[0.0003346466,0.0002101303,0.0005855123,0.0001173124,0.0002730098,0.000162499,0.0002644552,0.0003585099,0.000004617581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002588266,"about_ca_system_score_gemma":0.00004045693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001013701,"about_ca_topic_score_gemma":0.000005232007,"domain_scores_codex":[0.9980351,0.0001172377,0.0006048641,0.0006563875,0.0003016569,0.0002847542],"domain_scores_gemma":[0.999157,0.0002168751,0.0001580045,0.0002084578,0.0001504881,0.000109224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003039107,0.001430868,0.1388667,0.004782744,0.01302926,0.0001986344,0.0002934519,0.00001108433,0.7937149,0.002911061,0.02865989,0.01306223],"study_design_scores_gemma":[0.016734,0.02033963,0.2189372,0.0009977178,0.006105529,0.001260342,0.0003114195,0.01299853,0.5652016,0.000904339,0.155734,0.0004756736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760239,0.002700347,0.01825323,0.0005391352,0.000456059,0.001345444,0.0002578933,0.00008193019,0.0003420699],"genre_scores_gemma":[0.9970348,0.0004584484,0.0007080992,0.0001211885,0.0003332127,0.0001022807,0.0001595128,0.00003777178,0.001044662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2285133,"threshold_uncertainty_score":0.8568864,"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."}}