{"id":"W2018728483","doi":"10.1378/chest.122.5.1679","title":"Can Continuous Positive Airway Pressure Therapy Improve the General Health Status of Patients With Obstructive Sleep Apnea?","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Positive airway pressure; Sleep apnea; Airway; Apnea; Intensive care medicine; Cardiology; Sleep (system call); Anesthesia; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538137,0.000258241,0.0005025008,0.0001313551,0.0003034994,0.00005346203,0.0002245643,0.00008528197,0.0003265606],"category_scores_gemma":[0.0001121495,0.0001463049,0.0001324126,0.0002715301,0.0004408089,0.0001412718,0.00005065907,0.0009642559,0.000005191806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002909691,"about_ca_system_score_gemma":0.0001348669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001682871,"about_ca_topic_score_gemma":0.00001605876,"domain_scores_codex":[0.9972994,0.0002459021,0.0004299259,0.0002862735,0.0009131309,0.0008253609],"domain_scores_gemma":[0.9975425,0.0001043389,0.0004834294,0.000354187,0.0009877617,0.0005277714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002218688,0.001086719,0.5690968,0.0001250418,0.00196161,0.00006049393,0.01220803,0.00004115402,0.002905071,0.0001536604,0.0004702911,0.4096724],"study_design_scores_gemma":[0.008627164,0.004067549,0.9752003,0.00005244478,0.0001082108,0.0001161152,0.001245614,0.0006272994,0.007336591,0.00006598818,0.00234563,0.0002071002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923735,0.002524402,0.0002285811,0.002294109,0.0002744961,0.001118281,0.0002061645,0.00001730459,0.0009631085],"genre_scores_gemma":[0.9976694,0.0002166289,0.001013061,0.0003218405,0.0003772322,0.00001609737,0.00001865529,0.00005158098,0.0003155152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4094653,"threshold_uncertainty_score":0.5966142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395539740208474,"score_gpt":0.2676210241904101,"score_spread":0.2536656267883253,"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."}}