{"id":"W2019620605","doi":"10.1161/01.cir.103.2.238","title":"Overnight Shift From Obstructive to Central Apneas in Patients With Heart Failure","year":2001,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Heart failure; Central sleep apnea; Polysomnography; Cardiology; Obstructive sleep apnea; Ventilation (architecture); Apnea; Internal medicine; Periodic 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":[0.00005783444,0.0001301554,0.0002014231,0.0001653469,0.00004498468,0.00002368735,0.00005771114,0.00008353501,0.0003204022],"category_scores_gemma":[0.00007842703,0.0001161758,0.00003736932,0.0004399038,0.0000388488,0.0001936065,0.00002713134,0.0001943434,0.0001004809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004396741,"about_ca_system_score_gemma":0.00002923903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002288006,"about_ca_topic_score_gemma":0.0001377787,"domain_scores_codex":[0.9985048,0.0000546103,0.0001921209,0.0003474859,0.0005585676,0.0003423757],"domain_scores_gemma":[0.9993339,0.00003752693,0.00004201422,0.0002530712,0.0001299312,0.000203509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004757082,0.0001168207,0.9957665,0.000006444356,0.00002774085,0.00001072915,0.000422077,0.0001906743,0.0008427054,0.0000719396,0.00001818017,0.002050457],"study_design_scores_gemma":[0.002663619,0.00008704971,0.9955765,0.00003879124,0.00001925673,0.000002266617,0.00008415002,0.0002914238,0.0002816703,0.0002409711,0.0005891768,0.0001251415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963943,0.000009850428,0.001544628,0.0007801193,0.00007459206,0.0007850216,0.00002035972,0.00003383253,0.0003572695],"genre_scores_gemma":[0.9980007,1.229426e-7,0.00151992,0.0001247692,0.0001256816,0.00001713496,0.0001794753,0.0000249161,0.00000731644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00218791,"threshold_uncertainty_score":0.4737512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009575462928128903,"score_gpt":0.2474606724116511,"score_spread":0.2378852094835222,"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."}}