{"id":"W98015728","doi":"10.1155/2008/534372","title":"Long‐Term Compliance with Continuous Positive Airway Pressure in Patients with Obstructive Sleep Apnea","year":2008,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Compliance (psychology); Airway; Sleep apnea; Term (time); Anesthesia; Apnea; Positive airway pressure; Sleep (system call); Sleep disordered breathing; Cardiology; 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":[0.001749483,0.0002358348,0.0005122972,0.0005771418,0.0006803994,0.0006714326,0.0003364612,0.0008412011,0.0009358128],"category_scores_gemma":[0.007966124,0.0002536686,0.0004819962,0.0006910056,0.0003302097,0.0006637669,0.000364416,0.0009053813,0.0002251305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308907,"about_ca_system_score_gemma":0.000462332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991162,"about_ca_topic_score_gemma":0.002938564,"domain_scores_codex":[0.9988272,0.00039313,0.0002038287,0.0001012281,0.0003248153,0.0001497776],"domain_scores_gemma":[0.9936745,0.001846312,0.00298502,0.0001875342,0.0005072325,0.0007993872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325461,0.00008544269,0.9974129,0.00001111086,0.00002687984,0.00009224805,0.0001252137,0.00002080051,0.00007561152,0.000003256335,0.00003682664,0.001977188],"study_design_scores_gemma":[0.00001279914,0.0005284585,0.9984229,0.00001332198,0.00002699411,0.0004914128,0.0001974966,0.0001562999,0.00003809863,0.000009476213,0.0000977791,0.000005046235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990827,0.0003872919,0.00003651762,0.0000801897,0.000008867716,0.000008835807,0.00006064835,0.000003357163,0.0003317516],"genre_scores_gemma":[0.9994518,0.000142133,0.00008848522,0.00006142411,0.00002105867,0.0000163453,0.0001234283,0.000001293721,0.00009391835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001991162,"threshold_uncertainty_score":0.00925225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848506314883074,"score_gpt":0.2518207144033137,"score_spread":0.233335651254483,"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."}}