{"id":"W3128170564","doi":"10.1097/wnp.0000000000000824","title":"Perioperative Stroke Detected Using Novel SSEP Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"","keywords":"Medicine; ALARM; Somatosensory evoked potential; Perioperative; Stroke (engine); Anesthesia; Thrombus; Cardiology; 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":[0.0002105255,0.0004919167,0.0002501124,0.0006997415,0.0001672113,0.0003748633,0.0002310152,0.0005354765,0.0008791156],"category_scores_gemma":[0.001308614,0.00008626241,0.0001574534,0.0002087228,0.0002188315,0.0004537252,0.0002159091,0.000657222,0.0002872118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514124,"about_ca_system_score_gemma":0.0002900148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006223544,"about_ca_topic_score_gemma":0.0007236845,"domain_scores_codex":[0.9998568,0.00001704328,0.00002718811,0.00003133098,0.00004268167,0.00002487158],"domain_scores_gemma":[0.9997005,0.00007218723,0.00007640541,0.00001909392,0.0000892672,0.0000425237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00239853,0.0004838632,0.5025578,0.0005675664,0.0003202786,0.1023923,0.0004043546,0.001562378,0.1527224,0.0008511491,0.003512022,0.2322274],"study_design_scores_gemma":[0.0001268848,0.003238469,0.7067251,0.0003226202,0.0004911303,0.1546794,0.0003787315,0.01846651,0.1087751,0.001426134,0.005235861,0.0001340734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750635,0.001946799,0.01659605,0.0004021965,0.0001733262,0.0001133854,0.0004436809,0.000217239,0.005043903],"genre_scores_gemma":[0.9956337,0.0006023445,0.003052263,0.000111753,0.000111539,0.00003180461,0.00016263,0.000007255393,0.0002866832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008791156,"threshold_uncertainty_score":0.002940893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07300193740672066,"score_gpt":0.3998304486067807,"score_spread":0.3268285112000601,"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."}}