{"id":"W4399067240","doi":"10.1016/j.chest.2024.04.028","title":"Sleep Apnea and Stroke","year":2024,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Eisai; Jazz Pharmaceuticals","keywords":"Medicine; Sleep apnea; Stroke (engine); Obstructive sleep apnea; Narrative; Sleep (system call); Sleep apnea syndromes; Apnea; Narrative review; Physical medicine and rehabilitation; Intensive care medicine; Polysomnography; Cardiology; Anesthesia; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009923002,0.001181917,0.003416303,0.005175463,0.000465367,0.001805931,0.000915811,0.00173516,0.01331725],"category_scores_gemma":[0.002921642,0.0004625425,0.001381955,0.004887068,0.0005445773,0.001755388,0.001131371,0.002111309,0.002729067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008269618,"about_ca_system_score_gemma":0.003683957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00371957,"about_ca_topic_score_gemma":0.01103811,"domain_scores_codex":[0.9994507,0.00009985836,0.000176913,0.00007678708,0.0001494559,0.00004627134],"domain_scores_gemma":[0.9989266,0.0004674472,0.0002775232,0.00002770497,0.0002172587,0.0000834187],"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":[0.0001579404,0.00006553518,0.0003750058,0.06671403,0.000710295,0.0001371931,0.00006082426,0.000101358,0.0002500718,0.0009410764,0.0625529,0.8679337],"study_design_scores_gemma":[0.0003122106,0.0003581368,0.005455362,0.08427372,0.004619019,0.001793795,0.000221028,0.0001353535,0.0001859451,0.001954165,0.9006239,0.00006741925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003532025,0.9988667,0.00001334702,0.000224969,0.0004624025,0.000004882413,0.00001764436,0.000002465625,0.000372355],"genre_scores_gemma":[0.0004252945,0.9979774,0.00004705477,0.0004488633,0.0006797288,0.0000083961,0.0000305556,7.439153e-7,0.0003819311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01331725,"threshold_uncertainty_score":0.04455066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669826113393105,"score_gpt":0.3869006310547662,"score_spread":0.3199180197154557,"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."}}