{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01484659,0.001571763,0.003595199,0.003386982,0.001741663,0.004946352,0.002330349,0.009456627,0.008205446],"category_scores_gemma":[0.01615623,0.0006577587,0.002901607,0.004368264,0.002682553,0.005531769,0.004775064,0.01611166,0.001818457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01147197,"about_ca_system_score_gemma":0.07897165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08335728,"about_ca_topic_score_gemma":0.2256177,"domain_scores_codex":[0.9963298,0.0008740905,0.0005323341,0.0003208352,0.001366705,0.0005761779],"domain_scores_gemma":[0.9844447,0.007308442,0.001156187,0.0001960146,0.004490824,0.00240377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000864094,0.00004916163,0.0002167062,0.03156586,0.0003448675,0.00009600985,0.0004132407,0.0001485359,0.0001789859,0.00773265,0.6603748,0.2987927],"study_design_scores_gemma":[0.0001325681,0.00005164662,0.001073002,0.05942081,0.0006257363,0.0001178476,0.0004277241,0.00005181548,0.00004991018,0.004428477,0.9335662,0.00005426225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.00006560571,0.8384733,0.0001966322,0.1454471,0.01420068,0.00002668663,0.0001284728,0.00001962397,0.001441928],"genre_scores_gemma":[0.001403154,0.8640252,0.001072863,0.1250548,0.006716907,0.0000663704,0.000152066,0.0000120142,0.001496688],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9166427,"threshold_uncertainty_score":0.1657442,"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."}}