{"id":"W321932446","doi":"10.1093/sleep/28.10.1211","title":"Continuous Positive Airway Pressure Therapy for Obstructive Sleep Apnea Syndrome: Do the Dollars Make Sense?","year":2005,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver General Hospital; Vancouver Coastal Health","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Airway; Anesthesia; Apnea; Sleep (system call); Sense (electronics); Sleep apnea; Positive pressure; Intensive care medicine; Cardiology; Computer science","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":[0.004372583,0.0009497468,0.001944327,0.001041216,0.002968817,0.004253644,0.002156629,0.06277896,0.007697541],"category_scores_gemma":[0.0247103,0.0005577498,0.001305913,0.001137349,0.003465453,0.008704798,0.001047805,0.03697186,0.004014253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004210649,"about_ca_system_score_gemma":0.002995501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003514455,"about_ca_topic_score_gemma":0.008253296,"domain_scores_codex":[0.9967158,0.001220944,0.0004802456,0.0003041833,0.0009134561,0.0003654237],"domain_scores_gemma":[0.9898872,0.005685199,0.000774771,0.0001888027,0.00168575,0.001778177],"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":[0.0003315454,0.0001636042,0.003642899,0.0002136821,0.00008532458,0.006820914,0.0002343019,0.0001667808,0.0003167192,0.006891665,0.9413602,0.03977241],"study_design_scores_gemma":[0.001100761,0.0006764799,0.00847485,0.002629474,0.0002320723,0.01680969,0.003213284,0.001604846,0.0002937972,0.0277417,0.9369866,0.0002363586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005293491,0.003653533,0.00005954334,0.9836513,0.01013299,0.000004363225,0.00001320877,0.000008925281,0.001946751],"genre_scores_gemma":[0.01210437,0.00838214,0.0003909682,0.8798637,0.09490382,0.00003327904,0.00003539044,0.00001578839,0.004270615],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06277896,"threshold_uncertainty_score":0.03055054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303819314606646,"score_gpt":0.2725630268615706,"score_spread":0.2595248337155042,"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."}}