{"id":"W4224979872","doi":"10.2196/37874","title":"Impact of Web-Based Cognitive Behavioral Therapy for Insomnia on Stress, Health, Mood, Cognitive, Inflammatory, and Neurodegenerative Outcomes in Rural Dementia Caregivers: Protocol for the NiteCAPP CARES and NiteCAPP SHARES Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; National Institutes of Health","keywords":"Dementia; Mood; Randomized controlled trial; Cognition; Insomnia; Medicine; Cognitive behavioral therapy; Clinical psychology; Psychiatry; Psychology; Gerontology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01172143,0.004219723,0.008089558,0.001844108,0.002757999,0.002639335,0.003120467,0.004900962,0.04778284],"category_scores_gemma":[0.01076492,0.002254432,0.003896149,0.002076154,0.002399417,0.002394701,0.001626149,0.005284311,0.006911784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003699506,"about_ca_system_score_gemma":0.01235955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436951,"about_ca_topic_score_gemma":0.007515989,"domain_scores_codex":[0.9942134,0.002983263,0.0006078378,0.0006304666,0.0006771619,0.0008878158],"domain_scores_gemma":[0.9946522,0.001119813,0.001185015,0.0006329949,0.001150647,0.001259393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9320521,0.03267659,0.0008192746,0.005340615,0.0009227442,0.000121964,0.0002565695,0.0009002414,0.00123863,0.0007730498,0.005902863,0.01899533],"study_design_scores_gemma":[0.9712695,0.02161011,0.001191255,0.0004448825,0.0002647882,0.00001602635,0.00006106488,0.0005176651,0.0002387938,0.0004769124,0.003874353,0.00003471348],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008232404,0.0002309362,0.0006291239,0.0001655574,0.000182702,0.9888194,0.0009885675,0.00006647823,0.0006848498],"genre_scores_gemma":[0.005757918,0.0001337328,0.001080588,0.0001334381,0.00005078128,0.9921674,0.0001437669,0.000004052288,0.0005283412],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04778284,"threshold_uncertainty_score":0.1598495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112859877136494,"score_gpt":0.5226724946472856,"score_spread":0.4113865069336362,"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."}}