{"id":"W2972334984","doi":"10.1016/j.sleep.2019.08.021","title":"Cardiovascular consequences of obstructive sleep apnea in women: a historical cohort study","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"Department of Family and Community Medicine, University of Toronto; Novartis Pharmaceuticals Canada; University of Toronto; Ontario Ministry of Health and Long-Term Care; National Heart, Lung, and Blood Institute; Institute for Clinical Evaluative Sciences; Canadian Thoracic Society; Canadian Lung Association; British Columbia Lung Association; Canadian Institutes of Health Research; AstraZeneca Canada","keywords":"Medicine; Obstructive sleep apnea; Cohort; Atrial fibrillation; Internal medicine; Sleep apnea; Cohort study; Stroke (engine); Oxygen saturation; Cardiology; Myocardial infarction; Heart failure; Proportional hazards model; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002060479,0.0003460454,0.001854906,0.0007363195,0.00004132541,0.000005104972,0.0003252928,0.0001578861,0.001060197],"category_scores_gemma":[0.0009227101,0.0002708544,0.0002232118,0.0012255,0.0006369979,0.0001217052,0.0001413196,0.0006718648,0.00007898916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021476,"about_ca_system_score_gemma":0.00008349668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259915,"about_ca_topic_score_gemma":0.00001728689,"domain_scores_codex":[0.9951084,0.0003644881,0.0008731352,0.000837121,0.00210612,0.0007106889],"domain_scores_gemma":[0.997548,0.0002791755,0.0001812637,0.001160026,0.0004640311,0.0003674871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008885188,0.0006599613,0.9672687,0.0002147275,0.001723516,0.0004407527,0.004234219,0.00004107262,0.006569748,0.0001144503,0.00004547524,0.01779884],"study_design_scores_gemma":[0.01276372,0.004143024,0.9642646,0.0001403392,0.0004789032,0.000137211,0.01447009,0.0003401868,0.001126621,0.0002263414,0.001589411,0.0003195314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874743,0.002455264,0.0001084163,0.000681804,0.0009168247,0.003082169,0.00000463169,0.00005129119,0.00522528],"genre_scores_gemma":[0.9988509,0.00003176586,0.0001786582,0.0001103229,0.0002424046,0.0002322709,0.000009440152,0.00004629141,0.0002979506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747931,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679666909788076,"score_gpt":0.279252152295941,"score_spread":0.2624554831980602,"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."}}