{"id":"W4415619222","doi":"10.51731/cjht.2025.1270","title":"Daridorexant (Quviviq)","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insomnia; Placebo; Sleep (system call); Sleep disorder; Drug treatment; Clinical trial","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":[0.000419909,0.0002398398,0.0004522943,0.0004184463,0.0002947483,0.0003485755,0.0003920363,0.0004905344,0.009503359],"category_scores_gemma":[0.0006824008,0.00008003136,0.000344599,0.0002238885,0.0002470215,0.0002333322,0.0002706933,0.000966647,0.001497832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008319126,"about_ca_system_score_gemma":0.001328081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227653,"about_ca_topic_score_gemma":0.05325858,"domain_scores_codex":[0.9997669,0.0000490481,0.00002600586,0.00003730472,0.00009342145,0.0000273736],"domain_scores_gemma":[0.9998062,0.00004306346,0.00003994439,0.00001108816,0.0000533813,0.00004636397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004872969,0.0005922187,0.001835515,0.004553458,0.000234789,0.0006266448,0.0001261256,0.0003517451,0.02398259,0.005468084,0.04764785,0.909708],"study_design_scores_gemma":[0.01417169,0.0130142,0.02599446,0.001973636,0.0004228613,0.007947307,0.000213765,0.001015768,0.02665577,0.00190403,0.9065868,0.00009961238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1988817,0.5079262,0.007745104,0.01681023,0.003246653,0.002142409,0.008733375,0.001478877,0.2530355],"genre_scores_gemma":[0.8273853,0.08339381,0.008769861,0.009383732,0.0006704757,0.0004916273,0.004893044,0.00004345737,0.06496876],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01227653,"threshold_uncertainty_score":0.03179193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0507086726703228,"score_gpt":0.3445473622271151,"score_spread":0.2938386895567923,"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."}}