{"id":"W3163692037","doi":"10.5664/jcsm.9384","title":"Long-term effects of solriamfetol on quality of life and work productivity in participants with excessive daytime sleepiness associated with narcolepsy or obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute on Aging; Canadian Institutes of Health Research; UCB Pharma; University of California, San Diego; Agir pour les Maladies Chroniques; Fondation pour la Recherche Médicale; ResMed; National Institutes of Health; National Heart, Lung, and Blood Institute; LivaNova; Cook Medical; GlaxoSmithKline; AstraZeneca; Bayer; Jazz Pharmaceuticals; Teva Pharmaceutical Industries","keywords":"Narcolepsy; Medicine; Obstructive sleep apnea; Excessive daytime sleepiness; Quality of life (healthcare); Epworth Sleepiness Scale; Nausea; Anxiety; Somnolence; Adverse effect; Population; Physical therapy; Sleep disorder; Insomnia; Sleep apnea; Modafinil; Psychiatry; Internal medicine; Apnea; Polysomnography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000584522,0.0002789071,0.0007192365,0.0001988581,0.000470725,0.00035929,0.0002701225,0.0004494817,0.001654592],"category_scores_gemma":[0.001000834,0.000153624,0.0007486124,0.0001683571,0.0002134789,0.0003290962,0.0003521793,0.0007749914,0.0002027674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285623,"about_ca_system_score_gemma":0.0003360489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003018071,"about_ca_topic_score_gemma":0.007719071,"domain_scores_codex":[0.9998498,0.0000399015,0.00001317271,0.0000258575,0.00002439604,0.00004672456],"domain_scores_gemma":[0.9994754,0.0000995403,0.000120919,0.00002107365,0.00006546079,0.0002176726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3499812,0.0313402,0.4430015,0.001000242,0.003677675,0.0004457324,0.00175774,0.0004921956,0.0265795,0.00006445547,0.0007938428,0.1408658],"study_design_scores_gemma":[0.00454102,0.07488468,0.9164624,0.0000742202,0.001020864,0.00008029963,0.0007893111,0.0003712918,0.001177996,0.00003367623,0.0005323802,0.0000319043],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994994,0.0002675554,0.000008452507,0.00002278226,0.000009308199,0.00001123467,0.00005075583,0.000001719857,0.0001288563],"genre_scores_gemma":[0.9991776,0.0001552871,0.00005303692,0.00004091873,0.00001477595,0.00003939535,0.000107279,8.635532e-7,0.000410808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003018071,"threshold_uncertainty_score":0.006001055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347245436098146,"score_gpt":0.4261430677522112,"score_spread":0.2914185241423966,"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."}}