{"id":"W2338531102","doi":"10.1177/1747493016641968","title":"Post-stroke depression, obstructive sleep apnea, and cognitive impairment: Rationale for, and barriers to, routine screening","year":2016,"lang":"en","type":"review","venue":"International Journal of Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Hamilton General Hospital; Trillium Health Centre; Toronto Western Hospital; London Health Sciences Centre; Public Health Ontario; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Ottawa; Ontario Brain Institute; Toronto Rehabilitation Institute; Heart and Stroke Foundation; McMaster University; Ontario Stroke Network; Ottawa Hospital; Health Sciences Centre; University Health Network; Western University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Depression (economics); Cognitive impairment; Stroke (engine); Sleep apnea; Cognition; Intensive care medicine; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05749878,0.001104918,0.001471904,0.004035674,0.002590129,0.005877808,0.003347926,0.005413979,0.001739569],"category_scores_gemma":[0.09408981,0.001158104,0.002301557,0.002742021,0.007727615,0.00675238,0.005596288,0.009704195,0.0004832429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01238668,"about_ca_system_score_gemma":0.03675008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02627009,"about_ca_topic_score_gemma":0.05329346,"domain_scores_codex":[0.9610571,0.02322108,0.006047692,0.002688891,0.005709517,0.001275777],"domain_scores_gemma":[0.9305273,0.04331814,0.008811164,0.00136008,0.01227422,0.003708991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000451707,0.00138467,0.2784529,0.02789925,0.0008712002,0.001644168,0.01302898,0.003302606,0.000967297,0.1792472,0.05976485,0.4329853],"study_design_scores_gemma":[0.0008893476,0.002145113,0.2203706,0.1809912,0.003926393,0.0067816,0.03002588,0.01776984,0.001932772,0.2628569,0.2710623,0.001248032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02891312,0.1408984,0.02873581,0.7757455,0.002162691,0.004899898,0.0007234114,0.0001596107,0.01776171],"genre_scores_gemma":[0.5385785,0.1361798,0.1723483,0.1342471,0.003022897,0.01185131,0.001109899,0.00009677248,0.002565468],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05749878,"threshold_uncertainty_score":0.3040863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242482467814281,"score_gpt":0.3445358383142799,"score_spread":0.3221110136361371,"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."}}