{"id":"W4390261209","doi":"10.1016/j.jns.2023.122246","title":"Effect of lemborexant on cognition in patients with comorbid insomnia disorder and mild obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Insomnia; Cognition; Medicine; Psychiatry; Sleep apnea; Sleep (system call); Comorbidity; Psychology; Clinical psychology; Anesthesia","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":[0.0003662367,0.0005299374,0.0008487235,0.0003058976,0.0006423019,0.0005129414,0.0003091702,0.000555733,0.001550578],"category_scores_gemma":[0.002140381,0.0001930815,0.0009208811,0.0002954155,0.0002715207,0.0004058917,0.0003710754,0.0007994259,0.0001091806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006649453,"about_ca_system_score_gemma":0.0005673224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057177,"about_ca_topic_score_gemma":0.0280845,"domain_scores_codex":[0.9997705,0.00007392739,0.0000334731,0.00003560856,0.00003761537,0.00004885431],"domain_scores_gemma":[0.9992312,0.0002287819,0.0001741655,0.00002554225,0.00004741671,0.0002929077],"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":[0.1005658,0.006470102,0.8485925,0.0003409192,0.003185041,0.001062899,0.0005262712,0.0004309007,0.002986474,0.00009686784,0.0006107126,0.03513155],"study_design_scores_gemma":[0.001004616,0.004953211,0.9926425,0.00001986148,0.0004409182,0.0001728831,0.0002078362,0.0002547206,0.00009645731,0.00004412862,0.0001473612,0.00001560981],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979937,0.0007956428,0.00001150884,0.00008909516,0.00002604653,0.00001142138,0.00006692765,0.000004202006,0.001001494],"genre_scores_gemma":[0.999366,0.00019885,0.00004102206,0.00007532631,0.00002664982,0.000006230128,0.00009681087,5.493166e-7,0.0001885475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057177,"threshold_uncertainty_score":0.02102047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149213456590287,"score_gpt":0.2700154431752789,"score_spread":0.2585233086093761,"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."}}