{"id":"W4389074585","doi":"10.1111/jsr.14035","title":"The European Insomnia Guideline: An update on the diagnosis and treatment of insomnia 2023","year":2023,"lang":"en","type":"review","venue":"Journal of Sleep Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":719,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute for Health and Care Research; Sleep Research Society","keywords":"Guideline; Insomnia; Medicine; Psychiatry; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008232377,0.0003733243,0.00106263,0.0007759589,0.0005308071,0.0001420029,0.001232943,0.0003064133,0.0003211576],"category_scores_gemma":[0.0006231746,0.0001586298,0.0005404899,0.001175588,0.0005282527,0.0000653977,0.0001820762,0.001643325,0.0008547493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486371,"about_ca_system_score_gemma":0.0001859225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215114,"about_ca_topic_score_gemma":0.00005218843,"domain_scores_codex":[0.9907821,0.00557866,0.001650055,0.0003649689,0.001009434,0.0006148105],"domain_scores_gemma":[0.9937044,0.003714459,0.0008831455,0.0009299126,0.0005236846,0.0002443418],"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":[0.00008275807,0.0005507743,0.00002622846,0.0001486743,0.00253753,0.0002870111,0.0004558196,0.000002952566,2.259874e-7,0.0005768786,0.06485985,0.9304713],"study_design_scores_gemma":[0.0008788623,0.001722854,0.00009522853,0.001718175,0.000678594,0.00008281264,0.001170915,0.000003674113,6.352435e-7,0.0002243028,0.9932747,0.0001492425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001161886,0.9866651,0.000001063215,0.002110632,0.0008584262,0.0008669117,0.00004398534,0.00001327776,0.008278763],"genre_scores_gemma":[0.0001230589,0.9974263,0.0000126352,0.00004280855,0.0007638498,0.00007776066,0.00001484912,0.0001176925,0.001421043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9303221,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2791914512367408,"score_gpt":0.498439250997636,"score_spread":0.2192477997608952,"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."}}