{"id":"W4220733019","doi":"10.1007/s11325-022-02575-5","title":"Obstructive sleep apnea is associated with cognitive impairment in minor ischemic stroke","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Montreal Cognitive Assessment; Polysomnography; Internal medicine; Stroke (engine); Neurology; Neuropsychology; Cognition; Stroop effect; Hypoxemia; Sleep apnea; Cardiology; Apnea; Physical therapy; Cognitive impairment; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004271778,0.0002675857,0.0004362376,0.0003311761,0.0003212078,0.00004095955,0.00011608,0.00008548691,0.0004646687],"category_scores_gemma":[0.0001272603,0.0002386907,0.0000832686,0.0005219221,0.0001785261,0.0001765294,0.0002959078,0.0008966848,0.000007599398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677048,"about_ca_system_score_gemma":0.00004689522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001996866,"about_ca_topic_score_gemma":0.00002556692,"domain_scores_codex":[0.99758,0.0001564977,0.000283817,0.0005935541,0.0007875597,0.0005985878],"domain_scores_gemma":[0.9990887,0.0002260131,0.0001259489,0.0001936414,0.000159626,0.0002060862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003603923,0.001457381,0.8412971,0.000153713,0.002032636,0.002740627,0.02472924,0.00002758059,0.01260483,0.00007929547,0.0001464818,0.1111272],"study_design_scores_gemma":[0.03847126,0.00523689,0.8252917,0.0004560121,0.001176805,0.002433385,0.07606997,0.02013243,0.02846762,0.0001737644,0.0005939094,0.001496242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933534,0.0003140318,0.00008274781,0.0004741542,0.0000872387,0.0008547317,0.0001991179,0.00005938724,0.004575204],"genre_scores_gemma":[0.998511,0.000004324782,0.0002482315,0.0003981414,0.00005565712,0.0001748895,0.00009452267,0.00004550303,0.0004677201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1096309,"threshold_uncertainty_score":0.9733526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246525188523924,"score_gpt":0.2595449872223857,"score_spread":0.2470797353371465,"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."}}