{"id":"W4200574765","doi":"10.2196/29573","title":"Mobile Intervention to Improve Sleep and Functional Health of Veterans With Insomnia: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Insomnia; Cognitive behavioral therapy for insomnia; Randomized controlled trial; Physical therapy; Cognitive behavioral therapy; Medicine; Intervention (counseling); Mindfulness; Clinical psychology; Psychiatry; Internal medicine","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":[0.001540041,0.001454338,0.003702263,0.0008857858,0.0008594512,0.001158105,0.001092092,0.002511093,0.01306347],"category_scores_gemma":[0.002613792,0.0007319207,0.003045454,0.0008477002,0.0009611686,0.0009371628,0.0007032221,0.002387491,0.0008757718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102615,"about_ca_system_score_gemma":0.001960941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398649,"about_ca_topic_score_gemma":0.008335143,"domain_scores_codex":[0.999132,0.0003462239,0.0001145165,0.0001635891,0.0000837315,0.000160005],"domain_scores_gemma":[0.999167,0.0002512779,0.0002317565,0.00004371394,0.00008450642,0.0002218081],"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":[0.95025,0.01486051,0.0008755468,0.005206155,0.003419413,0.00005734509,0.00007860932,0.0001367246,0.0005589183,0.0001102024,0.0009642831,0.02348228],"study_design_scores_gemma":[0.9662141,0.03020188,0.001568584,0.0002743959,0.001094118,0.0000116486,0.00003780952,0.0001354967,0.00006750575,0.00005826262,0.0003277181,0.000008515638],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167011,0.02886849,0.001186006,0.002102163,0.002845527,0.04049342,0.003260771,0.0003287242,0.004213773],"genre_scores_gemma":[0.9184271,0.01427393,0.003870051,0.002353197,0.001640475,0.05398253,0.001229184,0.00002277189,0.004200753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306347,"threshold_uncertainty_score":0.04370165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631781923108808,"score_gpt":0.3997638184451257,"score_spread":0.3734459992140376,"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."}}