{"id":"W4322770709","doi":"10.3390/jcm12051975","title":"What Should Be the Focus of Treatment When Insomnia Disorder Is Comorbid with Depression or Anxiety Disorder?","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Idorsia Pharmaceuticals","keywords":"Anxiety; Insomnia; Medicine; Psychiatry; Depression (economics); Mental health; Clinical psychology","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":[0.002526542,0.0006491508,0.002624027,0.001744478,0.0005340157,0.001530902,0.001139288,0.00232427,0.002901876],"category_scores_gemma":[0.006920279,0.0003872163,0.001989728,0.001073383,0.0007012923,0.002190249,0.0005227784,0.002713877,0.0007572633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429916,"about_ca_system_score_gemma":0.004406593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005634706,"about_ca_topic_score_gemma":0.01811041,"domain_scores_codex":[0.998882,0.0004679324,0.0002520032,0.000115147,0.0002212222,0.00006174701],"domain_scores_gemma":[0.9976719,0.001406307,0.0003886231,0.00004299075,0.0003845289,0.0001055751],"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":[0.0003602149,0.0001611577,0.0006893043,0.1435271,0.0008426663,0.0002385728,0.0003135693,0.0001387098,0.0005306397,0.002258002,0.03707729,0.8138627],"study_design_scores_gemma":[0.001072483,0.0004504835,0.01117775,0.5046254,0.004513717,0.002651747,0.001405086,0.0003237345,0.000743503,0.006178319,0.4667601,0.00009761468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002342626,0.99327,0.0001389156,0.004890918,0.000637359,0.00004727117,0.00002726383,0.000006609378,0.0007473664],"genre_scores_gemma":[0.003994582,0.9904069,0.001073723,0.003377796,0.0007234629,0.00008679341,0.00004927445,0.000002976349,0.000284408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005634706,"threshold_uncertainty_score":0.01336175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.243429407592887,"score_gpt":0.5105553897024834,"score_spread":0.2671259821095964,"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."}}