{"id":"W4295775193","doi":"10.1016/s0140-6736(22)00879-0","title":"Insomnia","year":2022,"lang":"la","type":"review","venue":"The Lancet","topic":"Sleep and related disorders","field":"Psychology","cited_by":362,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Institute on Aging; National Institutes of Health","keywords":"Insomnia; Medicine; Exacerbation; Discontinuation; Psychiatry; Primary Insomnia; Intervention (counseling); Cognitive behavioral therapy; Cognition; Sleep disorder; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000921668,0.0004844064,0.001886465,0.0001050965,0.0004364188,0.00005463443,0.002053249,0.000517694,0.07260996],"category_scores_gemma":[0.00008277708,0.0002894722,0.0005713879,0.0006616393,0.0002202897,0.00002068252,0.0003351208,0.002586443,0.01340761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008116888,"about_ca_system_score_gemma":0.0001164674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180084,"about_ca_topic_score_gemma":0.000009302876,"domain_scores_codex":[0.9963035,0.00152008,0.0005576988,0.0005541199,0.0003053375,0.0007592512],"domain_scores_gemma":[0.9967695,0.0006419957,0.000403852,0.002095458,0.00001244685,0.00007674855],"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":[0.00004399104,0.0001519659,0.00001741842,0.0008296992,0.001805208,0.00004854205,0.0009716309,0.000002177532,4.297121e-8,0.005152766,0.3818222,0.6091543],"study_design_scores_gemma":[0.001433,0.00007765345,0.00002818173,0.0005614602,0.001874485,0.0001064062,0.0003485576,0.000001844981,1.827074e-8,0.0005594743,0.9946272,0.0003817425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001774486,0.673585,0.000002002293,0.001892882,0.00422798,0.0005633833,0.0001112359,0.00008215672,0.3195176],"genre_scores_gemma":[0.00003137697,0.9766123,0.00000984243,0.002797031,0.002583006,0.0002434758,0.0002069852,0.000100598,0.01741538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.612805,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09091093788892628,"score_gpt":0.3654713111535731,"score_spread":0.2745603732646468,"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."}}