{"id":"W2319217577","doi":"10.1097/01.hcr.0000336138.71569.a2","title":"Pathophysiology of Obstructive Sleep Apnea","year":2008,"lang":"en","type":"review","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Pharyngeal muscles; Apnea; Ventilation (architecture); Sleep apnea; Sleep (system call); Breathing; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006281536,0.0002808811,0.002425949,0.0007102665,0.00005321555,0.000006344456,0.000112757,0.0003357148,0.00002944442],"category_scores_gemma":[0.0007420591,0.0002180769,0.001702562,0.0003896221,0.0003437868,0.0002035972,0.00005841627,0.0006316988,0.000004054663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734326,"about_ca_system_score_gemma":0.0001958795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001748807,"about_ca_topic_score_gemma":1.060999e-7,"domain_scores_codex":[0.9964942,0.001011257,0.001465017,0.0002692659,0.0005831735,0.0001770288],"domain_scores_gemma":[0.9965217,0.0007424921,0.001430814,0.0002812569,0.0008634098,0.0001603502],"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":[0.0002666826,0.0001162065,0.0002045478,0.01066806,0.0006889746,0.00006828117,0.0001775035,0.000002142287,0.0000536256,0.00007030465,0.00004326848,0.9876404],"study_design_scores_gemma":[0.004678786,0.0165237,0.03614298,0.02499475,0.007648237,0.02002783,0.001460809,0.00007679492,0.00002451254,0.01492624,0.8725215,0.0009739154],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003421741,0.9945521,0.0003420466,0.00004943032,0.0003786324,0.000848353,0.00002210897,0.000006942171,0.0003786286],"genre_scores_gemma":[0.002540126,0.9919597,0.005001406,0.000004407981,0.0003261429,0.00002215692,0.00003981198,0.00003775351,0.0000685189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9866665,"threshold_uncertainty_score":0.8892919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579856290975064,"score_gpt":0.3411989330985137,"score_spread":0.3154003701887631,"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."}}