{"id":"W4214629524","doi":"10.1164/rccm.202111-2620le","title":"Why Would Physiologic Support with Continuous Positive Airway Pressure Not Improve Outcomes in Patients with Atrial Fibrillation with Sleep Apnea?","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Atrial fibrillation; Sleep apnea; Cardiology; Apnea; Airway; Obstructive sleep apnea; Anesthesia; Internal medicine; Intensive care medicine","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":[0.00275972,0.0004480319,0.00119783,0.0006004877,0.00269014,0.002078305,0.001010966,0.03142246,0.003866341],"category_scores_gemma":[0.03544522,0.0004120022,0.001154282,0.000652694,0.001624682,0.002066151,0.0007214061,0.02254578,0.002787657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003209043,"about_ca_system_score_gemma":0.00436726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006238814,"about_ca_topic_score_gemma":0.01103408,"domain_scores_codex":[0.9980001,0.0005142922,0.0004215009,0.0002298281,0.0005115779,0.0003226543],"domain_scores_gemma":[0.9875451,0.006471585,0.0009202556,0.0002314066,0.002034574,0.002797134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000548873,0.0003363857,0.02183138,0.0001989425,0.0001696884,0.01275871,0.0004186304,0.0002980499,0.0004582006,0.004476363,0.9207816,0.03772319],"study_design_scores_gemma":[0.002972665,0.001705122,0.03968975,0.00253645,0.0007061398,0.02851224,0.003613456,0.003948451,0.001190122,0.04904121,0.8656698,0.0004145537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002021912,0.0005300601,0.00005633355,0.9863304,0.009391402,0.000007430269,0.00004957991,0.00001270225,0.001600196],"genre_scores_gemma":[0.01795862,0.001274788,0.0002888339,0.9321357,0.04652406,0.00003320457,0.00005340765,0.00001259234,0.001718801],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03142246,"threshold_uncertainty_score":0.0232833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061681610316066,"score_gpt":0.283405773864282,"score_spread":0.2727889577611213,"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."}}