{"id":"W4214892740","doi":"10.1097/wnp.0000000000000821","title":"Stroke: What's Sleep Got to Do With It?","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thrombolysis; Stroke (engine); Sleep apnea; Evening; Pulse oximetry; Obstructive sleep apnea; Risk factor; Morning","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008232871,0.0001491035,0.000889403,0.0002324895,0.000108077,0.00003072276,0.0004065068,0.0000661361,0.001033937],"category_scores_gemma":[0.001470392,0.0001043372,0.0003322198,0.0003510421,0.0002246213,0.0001771521,0.0003645529,0.002033139,0.00007284847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000567196,"about_ca_system_score_gemma":0.0001573752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001861465,"about_ca_topic_score_gemma":5.086641e-7,"domain_scores_codex":[0.9965162,0.0008694772,0.00110969,0.0003261479,0.0008155801,0.0003628625],"domain_scores_gemma":[0.9970768,0.001079708,0.000468714,0.0003957943,0.0004575963,0.000521361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08329512,0.005609025,0.06614197,0.0001006005,0.001987335,0.0161689,0.0004702165,0.005721177,0.1832647,0.0006184402,0.008915243,0.6277072],"study_design_scores_gemma":[0.0127853,0.09884838,0.7267001,0.00007233938,0.0003383429,0.003554281,0.00198058,0.0004228193,0.0008641731,0.0003481051,0.1537135,0.0003720023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984841,0.00007297986,0.0001723755,0.01267867,0.001585866,0.0002381913,0.000005810055,0.000008573121,0.0003964881],"genre_scores_gemma":[0.9892821,0.00009161723,0.001590509,0.007630126,0.00112671,0.000007830994,0.000001806855,0.0000359327,0.0002334132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6605582,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540749327501522,"score_gpt":0.406303914999511,"score_spread":0.3522289822493588,"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."}}