{"id":"W2291630205","doi":"10.15386/cjmed-593","title":"Obstructive Sleep Apnea Syndrome and the Quality of Life","year":2016,"lang":"en","type":"article","venue":"Medicine and Pharmacy Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Quality of life (healthcare); Apnea; Sleep apnea; Physical therapy; Apnea–hypopnea index; Internal medicine; Anesthesia; Polysomnography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009014489,0.0002236278,0.0002608673,0.0009398835,0.0003278952,0.0007612464,0.0002321922,0.0002695054,0.002892377],"category_scores_gemma":[0.003590959,0.00007040222,0.0004099227,0.000946391,0.0003377395,0.0004131765,0.0006069318,0.0005910381,0.0001718491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004851419,"about_ca_system_score_gemma":0.0003118918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167617,"about_ca_topic_score_gemma":0.001763907,"domain_scores_codex":[0.9991229,0.0003220343,0.0001163311,0.00007374232,0.0002759219,0.00008892723],"domain_scores_gemma":[0.9972664,0.000614632,0.001148984,0.00005293987,0.0003921737,0.0005248735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008390619,0.0001514975,0.9782239,0.0001892814,0.000230549,0.00009624627,0.0005194786,0.0001340088,0.0001463097,0.0002433024,0.0007271083,0.01925446],"study_design_scores_gemma":[0.00000404391,0.0001409468,0.9976209,0.00006125798,0.00003412852,0.0002210106,0.0004445439,0.0001295112,0.00003287687,0.0001672987,0.00113742,0.000006127689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789795,0.01103572,0.0002579498,0.001234516,0.0001010759,0.00003977115,0.001171002,0.0000113779,0.007169138],"genre_scores_gemma":[0.998633,0.0007582695,0.0001121879,0.00006297553,0.0000226843,0.00001091321,0.0002400943,0.000001082786,0.0001588574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002892377,"threshold_uncertainty_score":0.00967598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05919382177897706,"score_gpt":0.380928590921184,"score_spread":0.3217347691422069,"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."}}