{"id":"W2899495424","doi":"10.1016/j.sleep.2018.10.017","title":"The dark side of adherence-a commentary on Palm et al. (2018) factors influencing adherence to continuous positive airway pressure treatment in obstructive sleep apnea and mortality associated with treatment failure – A national registry-based cohort study. Sleep Med. 2018 Jul 17; 51: 85–91","year":2018,"lang":"en","type":"letter","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Positive airway pressure; Sleep apnea; Intensive care medicine; COPD; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01391906,0.001315575,0.003390367,0.001536919,0.004937829,0.004760242,0.00451528,0.04803512,0.008515594],"category_scores_gemma":[0.09833697,0.001096992,0.002173265,0.001825468,0.004371903,0.00781197,0.00255177,0.06345326,0.006555412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006120916,"about_ca_system_score_gemma":0.008864846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323731,"about_ca_topic_score_gemma":0.01794015,"domain_scores_codex":[0.9845799,0.006998355,0.002324349,0.001473783,0.003693717,0.0009300387],"domain_scores_gemma":[0.9142129,0.05859426,0.003828856,0.001370982,0.01690176,0.005091156],"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":[0.00003378615,0.00001149121,0.0002096859,0.0001085078,0.00001516609,0.0001486967,0.00007895119,0.00001018331,0.00001986873,0.0004490931,0.9953781,0.003536502],"study_design_scores_gemma":[0.0004464307,0.0001482136,0.003065705,0.003622984,0.0001832073,0.001209616,0.001156693,0.0003401232,0.0002286798,0.008052355,0.9813735,0.0001725009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008791917,0.001916677,0.00002512307,0.9669626,0.03050726,0.000004914421,0.0001063864,0.00001098599,0.0003780832],"genre_scores_gemma":[0.001132696,0.001854405,0.00008336286,0.919106,0.07662858,0.00003812566,0.0000604278,0.00001608076,0.001080273],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04803512,"threshold_uncertainty_score":0.07361186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500574317256744,"score_gpt":0.3125172095342649,"score_spread":0.2875114663616975,"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."}}