{"id":"W4401222659","doi":"10.1192/bjo.2024.143","title":"What Is the Evidence for Cognitive Behavioural Therapy for Insomnia (CBTI) in Improving Sleep in People With Mild Cognitive Impairment or Dementia?","year":2024,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Insomnia; Cognition; Randomized controlled trial; Clinical psychology; Medicine; Montreal Cognitive Assessment; Psychiatry; Cognitive impairment; Psychology; Physical therapy; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007702584,0.0002864079,0.0003025114,0.0001855151,0.0001630323,0.0005005534,0.0004922712,0.0001792221,0.0005773506],"category_scores_gemma":[0.00004426192,0.000172071,0.0001147474,0.0005552733,0.00009606166,0.0007597373,0.00009652667,0.0003025409,0.00004739714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007392726,"about_ca_system_score_gemma":0.0001613419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444183,"about_ca_topic_score_gemma":0.008163196,"domain_scores_codex":[0.9979573,0.0001540512,0.0003956923,0.0007531242,0.000173893,0.0005659008],"domain_scores_gemma":[0.9981705,0.001309158,0.0001025905,0.0002408242,0.0001122754,0.00006464187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04443439,0.003019656,0.1725276,0.000197079,0.003235729,0.00009646239,0.1159164,0.00001103509,0.00006610024,0.000522853,0.009726352,0.6502463],"study_design_scores_gemma":[0.09300464,0.01397217,0.5703203,0.01181392,0.002228498,0.00009153556,0.2933496,0.003599128,0.001105094,0.001712654,0.006426868,0.00237558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564267,0.01752942,0.00109178,0.004687606,0.001434817,0.01822906,0.0001057819,0.00004728805,0.0004474935],"genre_scores_gemma":[0.9847959,0.000964769,0.0001803097,0.002432516,0.00006086897,0.0103998,0.00005029651,0.00007171271,0.001043777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6478707,"threshold_uncertainty_score":0.7016852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08405251583158461,"score_gpt":0.4025597261092305,"score_spread":0.3185072102776459,"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."}}