{"id":"W2899635994","doi":"10.1007/s10840-018-0482-4","title":"Cardiac effects of CPAP treatment in patients with obstructive sleep apnea and atrial fibrillation","year":2018,"lang":"en","type":"article","venue":"Journal of Interventional Cardiac Electrophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; St. Michael's Hospital; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Continuous positive airway pressure; Obstructive sleep apnea; Cardiology; Ambulatory; Premature atrial contraction; Anesthesia; Apnea–hypopnea index; Sleep apnea; Polysomnography; Apnea","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":[0.0001601704,0.0001670021,0.0007715766,0.000346811,0.00003489968,0.000006353217,0.00005530711,0.00009661121,0.00002244861],"category_scores_gemma":[0.0001858374,0.000118935,0.0005706688,0.0002203748,0.0002768322,0.0001175711,0.00003584484,0.0002015659,0.00000273567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509549,"about_ca_system_score_gemma":0.00007295564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002652334,"about_ca_topic_score_gemma":0.000001911003,"domain_scores_codex":[0.9983572,0.0003219827,0.0004956286,0.0002014795,0.0003773324,0.0002464175],"domain_scores_gemma":[0.9982253,0.0002370967,0.0004020418,0.0001299694,0.0009087223,0.00009684594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02182572,0.0002845546,0.8151878,0.0002255043,0.004385795,0.00003036166,0.0002433188,0.00003879894,0.0929342,0.0004813923,0.00001965964,0.06434289],"study_design_scores_gemma":[0.005075101,0.02890446,0.9481016,0.00009088583,0.0002943124,0.00001663132,0.00002424561,0.00003020387,0.01695145,0.0003609534,0.00006211228,0.00008798287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979619,0.0009079942,0.00008082961,0.00004657978,0.0004790073,0.000455311,0.00001469815,0.000003319907,0.00005034096],"genre_scores_gemma":[0.9983206,0.00003636144,0.000459683,0.000004173814,0.001124035,0.000003874377,0.0000205002,0.0000175296,0.00001318804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329138,"threshold_uncertainty_score":0.4850031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00567657421948459,"score_gpt":0.269873523625111,"score_spread":0.2641969494056264,"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."}}