{"id":"W3111442601","doi":"10.1002/alz.043895","title":"Obstructive sleep apnea is associated with depressive symptoms among patients with mild cognitive impairment","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Internal medicine; Dementia; Depression (economics); Mood; Sleep apnea; Risk factor; Montreal Cognitive Assessment; Cognition; Physical therapy; Pediatrics; Psychiatry; Apnea","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002423098,0.000218858,0.0003095162,0.0005587073,0.000375819,0.0004204918,0.0001956005,0.0003090559,0.001322768],"category_scores_gemma":[0.001013258,0.0001490856,0.0004097008,0.0005245526,0.0001579499,0.0001944003,0.0002798231,0.0003312477,0.0001371617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595179,"about_ca_system_score_gemma":0.0001746481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003514302,"about_ca_topic_score_gemma":0.004979668,"domain_scores_codex":[0.9997868,0.00004354244,0.0000374379,0.00003911294,0.00004687345,0.00004627644],"domain_scores_gemma":[0.9994974,0.00005838105,0.0002304092,0.00001860643,0.00006845404,0.0001266605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006093585,0.00002209246,0.9988835,0.00001028354,0.00003990166,0.00007777694,0.00002437405,0.000005817531,0.0001185061,0.000004254647,0.00005150498,0.0007008989],"study_design_scores_gemma":[0.00000371693,0.00003932378,0.9996172,0.000004015442,0.00001774686,0.000166155,0.00005556061,0.00003675282,0.00001325802,0.000008534915,0.00003657855,0.000001128467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988631,0.0005544538,0.00002566043,0.00004830849,0.00001234985,0.000006918251,0.000121985,0.000001459836,0.0003658458],"genre_scores_gemma":[0.9997172,0.00009670488,0.00001800106,0.00002220541,0.00001248657,0.000003021836,0.00007194142,2.099671e-7,0.00005814527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003514302,"threshold_uncertainty_score":0.006987691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609220540644292,"score_gpt":0.2551387865312004,"score_spread":0.2390465811247575,"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."}}