{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001912369,0.0003397919,0.0005376922,0.0007006582,0.0004378951,0.00006121591,0.0002820845,0.0001563204,0.0002961047],"category_scores_gemma":[0.00009209177,0.0002655891,0.00007264624,0.000566393,0.0006324907,0.0003598936,0.00002879353,0.001337332,0.00003693231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009937523,"about_ca_system_score_gemma":0.001048853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272212,"about_ca_topic_score_gemma":0.01410403,"domain_scores_codex":[0.9971439,0.0001896895,0.000382898,0.0004623831,0.00084349,0.0009775978],"domain_scores_gemma":[0.9965798,0.00005284238,0.000210113,0.0003971186,0.001148074,0.001612048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001401113,0.0001123855,0.9827714,0.00003261077,0.0003038439,0.005651233,0.0005269704,0.00003863647,0.00005294079,0.00002180917,0.0001039686,0.008983067],"study_design_scores_gemma":[0.007544443,0.001783612,0.9877647,0.0002372984,0.00007567802,0.00111851,0.000149449,0.00002342845,0.0002948912,0.000004911933,0.0006843265,0.0003187692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954643,0.0004982643,0.0001651597,0.0001692181,0.0001273925,0.0009017164,0.000102064,0.00001778879,0.002554128],"genre_scores_gemma":[0.9985056,0.000002419197,0.000290212,0.0007229997,0.0001922228,0.00002000611,0.00001568023,0.00007241194,0.0001784677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283182,"threshold_uncertainty_score":0.9999796,"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."}}