{"id":"W4367302764","doi":"10.1212/wnl.0000000000204329","title":"Associations between cerebral small vessel disease and obstructive sleep apnea in patients with ischemic stroke and TIA (S6.006)","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Foothills Medical Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Cardiology; Stroke (engine); Dementia; Internal medicine; Hyperintensity; Sleep apnea; Leukoaraiosis; Logistic regression; Apnea; Physical therapy; Disease; Magnetic resonance imaging; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000679431,0.0002658006,0.000352042,0.0004776803,0.000318835,0.000478805,0.0002766684,0.0006082991,0.003313922],"category_scores_gemma":[0.001370355,0.0002098817,0.001353222,0.001062923,0.0001124839,0.0002319178,0.000273848,0.0004813867,0.0002058038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894974,"about_ca_system_score_gemma":0.0003201197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005946166,"about_ca_topic_score_gemma":0.009157821,"domain_scores_codex":[0.9997794,0.00006054976,0.0000433116,0.00005617224,0.00003067696,0.00002999475],"domain_scores_gemma":[0.9990762,0.0001924007,0.0003953416,0.00006758321,0.0001190626,0.0001493696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001653547,0.00005836784,0.9936029,0.0001965175,0.001242369,0.0000675681,0.00003981294,0.00007239445,0.0002330567,0.00002195285,0.0004947253,0.002316736],"study_design_scores_gemma":[0.00009300234,0.0001773254,0.9983351,0.00002996521,0.0006754447,0.00009400865,0.00003708898,0.0002454886,0.00005776106,0.00003494733,0.0002154364,0.000004531817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942602,0.002007476,0.0000859318,0.0001385262,0.00005063047,0.00001820461,0.002798456,0.000007057237,0.0006335601],"genre_scores_gemma":[0.9979258,0.0003444148,0.0001095449,0.00005535224,0.00004152648,0.00002369824,0.00123781,0.000002103206,0.0002597948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005946166,"threshold_uncertainty_score":0.01182312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142980937879072,"score_gpt":0.2545122510804134,"score_spread":0.2402141572925062,"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."}}