{"id":"W4401460596","doi":"10.1007/s40266-024-01135-8","title":"Efficacy and safety of insomnia treatment with lemborexant in older adults: analyses from three clinical trials","year":2024,"lang":"en","type":"article","venue":"Drugs & Aging","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Eisai Incorporated; Eisai","keywords":"Medicine; Insomnia; Pharmacotherapy; Clinical trial; Physical therapy; Internal medicine; Psychiatry","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":[0.009491992,0.001366728,0.003873214,0.0008150808,0.0005482582,0.001494666,0.0009095272,0.002122899,0.002646602],"category_scores_gemma":[0.01137412,0.0005574036,0.006750234,0.001244796,0.00116674,0.001181258,0.0006555373,0.002039978,0.0003033292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000979088,"about_ca_system_score_gemma":0.001117887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008597095,"about_ca_topic_score_gemma":0.003182369,"domain_scores_codex":[0.9954981,0.002433373,0.0009247377,0.0004392713,0.0004947918,0.0002098302],"domain_scores_gemma":[0.9907082,0.004339482,0.002967788,0.0005171229,0.0007325202,0.0007349598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.819833,0.002854569,0.01035947,0.0211164,0.06319324,0.0001459014,0.0002889692,0.0008167858,0.004926814,0.0002335453,0.002258532,0.07397278],"study_design_scores_gemma":[0.7948581,0.08190129,0.04870123,0.001634839,0.06489149,0.0002698804,0.0002021527,0.0007304047,0.001193982,0.0005531835,0.004956354,0.0001071056],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7457663,0.2347662,0.001771549,0.002025322,0.0005688169,0.0063261,0.003383687,0.0001753155,0.005216739],"genre_scores_gemma":[0.9395264,0.0498087,0.001409462,0.002112449,0.0005616838,0.00371792,0.002046539,0.00003125698,0.000785648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009491992,"threshold_uncertainty_score":0.05019909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177631817994354,"score_gpt":0.4649233570308622,"score_spread":0.2872915390365082,"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."}}