{"id":"W2995086942","doi":"10.2196/14842","title":"Digital Cognitive Behavioral Therapy for Insomnia for Adolescents With Mental Health Problems: Feasibility Open Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Bath","keywords":"Anxiety; Insomnia; Mental health; Cognitive behavioral therapy for insomnia; Mood; Randomized controlled trial; Cognitive behavioral therapy; Psychiatry; Clinical psychology; Depression (economics); Medicine; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004579464,0.001129936,0.002864571,0.000920282,0.001010052,0.001401153,0.001207393,0.002326502,0.01111437],"category_scores_gemma":[0.005695097,0.0009677413,0.002644574,0.0007424909,0.001665216,0.001566719,0.001294106,0.002566009,0.001593597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343473,"about_ca_system_score_gemma":0.004288666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529869,"about_ca_topic_score_gemma":0.005392899,"domain_scores_codex":[0.9981599,0.0009548348,0.0002062051,0.0002039678,0.0002202597,0.0002548239],"domain_scores_gemma":[0.9970522,0.0008720318,0.0006701006,0.0002568591,0.0003448662,0.000803911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8661519,0.07086076,0.003800388,0.003869079,0.0016458,0.0001563875,0.0003817822,0.0002396211,0.001386822,0.0002359785,0.001823231,0.04944833],"study_design_scores_gemma":[0.9077274,0.08463934,0.005300541,0.0003412368,0.0004479898,0.00003129461,0.0000952411,0.000187937,0.0001106701,0.0001394243,0.0009661273,0.00001278222],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7227464,0.005559199,0.001762979,0.001776336,0.0008392159,0.2594447,0.00343583,0.0002077065,0.00422768],"genre_scores_gemma":[0.70733,0.005070775,0.01065157,0.002193326,0.001031625,0.2685867,0.001923822,0.00002703067,0.003185162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111437,"threshold_uncertainty_score":0.03718132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06437259071962007,"score_gpt":0.4329098802487521,"score_spread":0.368537289529132,"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."}}