{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731265,0.0002748891,0.000325614,0.0002756287,0.00049462,0.000283402,0.0001214121,0.0004490136,0.001205452],"category_scores_gemma":[0.0009265671,0.0001194695,0.0001988198,0.0002276599,0.0002814099,0.0002137369,0.000253133,0.0004457786,0.00009747613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657723,"about_ca_system_score_gemma":0.0002057436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497999,"about_ca_topic_score_gemma":0.00395713,"domain_scores_codex":[0.9998341,0.00003352913,0.0000154362,0.00003419379,0.00003787688,0.00004473282],"domain_scores_gemma":[0.9995092,0.00009488708,0.0002053433,0.00001584206,0.00002821622,0.0001464856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005502321,0.00006340868,0.9932111,0.00002307271,0.00003611705,0.000834679,0.0001688251,0.00004943876,0.001802648,0.00001703152,0.0001454725,0.003097941],"study_design_scores_gemma":[0.000005971333,0.0001737736,0.9988613,0.000004039289,0.000009613307,0.0006941876,0.00009334208,0.00005563875,0.00003960764,0.00000988797,0.00005073053,0.000001882845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993308,0.0002505068,0.00003516226,0.00003304796,0.0000118089,0.000004392846,0.00004466692,0.000002450877,0.0002872405],"genre_scores_gemma":[0.9997757,0.00005531282,0.00002925508,0.00002708056,0.00001955216,0.000003474877,0.00005375576,5.767673e-7,0.00003531816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002497999,"threshold_uncertainty_score":0.004966855,"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."}}