{"id":"W3012374021","doi":"10.1183/13993003.00144-2020","title":"Suboptimal CPAP adherence: half a loaf is better than no bread at all","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Daytime; Excessive daytime sleepiness; Bit (key); Psychiatry; Sleep disorder; Insomnia","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":[0.0009764838,0.0006024629,0.0007528999,0.0004359791,0.003168261,0.001543412,0.0006266632,0.01806246,0.009920332],"category_scores_gemma":[0.006322245,0.0002930936,0.0007085952,0.0004124765,0.001394923,0.002365014,0.0006087019,0.01552377,0.006711755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002699704,"about_ca_system_score_gemma":0.00175776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367381,"about_ca_topic_score_gemma":0.01587977,"domain_scores_codex":[0.9991485,0.0002253192,0.0001150952,0.0001307102,0.0002405438,0.000139798],"domain_scores_gemma":[0.9982635,0.0007321063,0.0001487975,0.0000549569,0.0003720423,0.0004286397],"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":[0.00008492289,0.00005770872,0.003100925,0.00005802378,0.00001435684,0.009146743,0.0002380382,0.00003677037,0.0004726315,0.00236638,0.966515,0.01790847],"study_design_scores_gemma":[0.0003309186,0.0003223448,0.01308763,0.001349132,0.00008373017,0.06797403,0.002310794,0.001296379,0.0006324907,0.01971309,0.8927664,0.0001330147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001840111,0.001117378,0.0001045201,0.9786747,0.007513557,0.00001264718,0.00005187356,0.00003415764,0.0106511],"genre_scores_gemma":[0.01593362,0.001837963,0.0003354395,0.9408335,0.02440776,0.00002745758,0.00004337086,0.00003081114,0.01655006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01806246,"threshold_uncertainty_score":0.03318679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0642163540328326,"score_gpt":0.3099456647340035,"score_spread":0.2457293107011709,"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."}}