{"id":"W2049660270","doi":"10.1378/chest.128.4_meetingabstracts.233s-a","title":"PREDICTORS OF IMPROVEMENT WITH CONTINUOUS POSITIVE AIRWAY PRESSURE (CPAP) IN PATIENTS WITH CHRONIC FATIGUE SYNDROME AND OBSTRUCTIVE SLEEP APNEA","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Apnea; Positive airway pressure; Sleep (system call); Chronic fatigue; Physical therapy; Sleep disorder; Chronic fatigue syndrome; Cardiology; Internal medicine; Intensive care medicine; Anesthesia; Insomnia; Psychiatry","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":[0.000791165,0.0004008407,0.0009359858,0.0005885687,0.0006520284,0.0006413033,0.0003914868,0.001205861,0.001429942],"category_scores_gemma":[0.005559136,0.0002138101,0.0008676829,0.0009964914,0.0003489359,0.0008853492,0.0004164766,0.001386443,0.0001575122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004510788,"about_ca_system_score_gemma":0.0006725316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303297,"about_ca_topic_score_gemma":0.004978983,"domain_scores_codex":[0.9995316,0.0001068272,0.00008904542,0.00005840633,0.0001112165,0.0001029617],"domain_scores_gemma":[0.9956996,0.001763647,0.00122342,0.0001007481,0.0004147773,0.0007978197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004865862,0.00008459524,0.9976907,0.000012826,0.00005522638,0.0001072779,0.00002973432,0.00006182277,0.0001044622,0.000007241126,0.00006785164,0.001291759],"study_design_scores_gemma":[0.0000210706,0.0002421007,0.9991335,0.000005221586,0.00004979426,0.0001799423,0.00007385542,0.0001984202,0.00002429661,0.000009566506,0.00005898986,0.000003246433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997378,0.001126464,0.00005186313,0.0002271692,0.0000370175,0.00001782945,0.0001836207,0.000004657326,0.0009734521],"genre_scores_gemma":[0.9992435,0.0002181899,0.00006180318,0.00004874309,0.00006709235,0.00000999075,0.0002468532,9.732282e-7,0.0001029252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004303297,"threshold_uncertainty_score":0.008556545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005968684474846796,"score_gpt":0.2295166016653995,"score_spread":0.2235479171905527,"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."}}