{"id":"W4413453083","doi":"10.1016/j.sleep.2025.106763","title":"The need to prioritize ”insomnia disorder” in public health agendas: “a wakeup call” position paper from European and Canadian experts in sleep and mental health","year":2025,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université Laval","funders":"","keywords":"Insomnia; Mental health; Position (finance); Sleep (system call); Public health; Position paper; Psychiatry; Psychology; Political science; Medicine; Business; Computer science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001418446,0.0005593242,0.001483426,0.0009906972,0.0003816952,0.00005380689,0.0003555469,0.000312083,0.0001944237],"category_scores_gemma":[0.0001574725,0.0003871451,0.00008586579,0.0009545055,0.0002189092,0.00007109913,0.0001144721,0.0007977972,0.0000283109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663142,"about_ca_system_score_gemma":0.0005006128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2430346,"about_ca_topic_score_gemma":0.4686103,"domain_scores_codex":[0.9947799,0.001743516,0.001223676,0.0008977003,0.000271343,0.001083891],"domain_scores_gemma":[0.9978402,0.0003589069,0.0002636849,0.0005541383,0.00002702755,0.0009560431],"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":[0.00001859833,0.00009345348,0.0004489019,0.0005555984,0.0002246373,0.00006530197,0.01025538,1.063063e-7,9.283671e-8,0.0003056306,0.01550262,0.9725296],"study_design_scores_gemma":[0.002831012,0.0002662649,0.003735719,0.006629036,0.00007453182,0.00002982009,0.005455845,0.000004190493,2.157949e-9,0.00003487658,0.9806153,0.0003233634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003443917,0.9199026,0.000009347206,0.06975059,0.001546125,0.002364839,0.0001393479,0.00003942327,0.005903307],"genre_scores_gemma":[0.00217594,0.9845445,0.00002137256,0.01154143,0.000200429,0.000149249,0.0009327925,0.00007664465,0.0003576507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9722063,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291454702562845,"score_gpt":0.3281476893118607,"score_spread":0.3052331422862323,"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."}}