{"id":"W1974199386","doi":"10.1016/j.cjca.2015.03.014","title":"Sleep Apnea and Stroke","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Sleep apnea; Stroke (engine); Apnea; Sleep (system call); Sleep apnea syndromes; Cardiology; Physical medicine and rehabilitation; Polysomnography; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009011287,0.0002658308,0.00293966,0.00102407,0.00004893037,0.00002344074,0.0002383413,0.0004779469,0.00003682412],"category_scores_gemma":[0.0006125506,0.0002010765,0.000556658,0.0001841335,0.0004113382,0.00004704898,0.00003274538,0.001230448,0.00003877966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013664,"about_ca_system_score_gemma":0.002854974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315766,"about_ca_topic_score_gemma":0.0001467478,"domain_scores_codex":[0.9980694,0.0003797342,0.0005969583,0.0002102393,0.0002439732,0.0004997022],"domain_scores_gemma":[0.9966075,0.0001320761,0.0003059899,0.0002937004,0.0006230406,0.002037681],"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":[0.00001077408,5.795483e-7,0.0003686709,0.001344981,0.001023384,0.001740561,0.00001844406,0.00000102102,2.760569e-7,0.00005984087,0.002824004,0.9926075],"study_design_scores_gemma":[0.0004936603,0.0003591292,0.00008929439,0.0005073877,0.001446476,0.01835638,0.00004235321,0.000001643507,1.419083e-7,0.00003233157,0.9785372,0.0001339917],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002083001,0.9864382,0.0001834552,0.0001365332,0.0008253191,0.0003019487,0.0001014708,0.000002943149,0.01198928],"genre_scores_gemma":[0.0009765622,0.995756,0.0001707883,0.00003430147,0.002749342,0.000005859204,0.00002025977,0.00005597991,0.0002308786],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9924735,"threshold_uncertainty_score":0.8199661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06218884057921403,"score_gpt":0.3464431621835629,"score_spread":0.2842543216043488,"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."}}