{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002744704,0.0001242609,0.0007849437,0.0003326944,0.0001446337,0.00003358599,0.00007473165,0.0001177459,0.0006654012],"category_scores_gemma":[0.0001549037,0.00008143725,0.0002154256,0.0004462621,0.0002459865,0.0001210254,0.00006644117,0.0004699974,0.00005908954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005963648,"about_ca_system_score_gemma":0.0001123303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186274,"about_ca_topic_score_gemma":0.00004112176,"domain_scores_codex":[0.9963073,0.001997761,0.0006049309,0.0002543871,0.0004730097,0.0003626641],"domain_scores_gemma":[0.9982134,0.000814526,0.0001671149,0.0002016745,0.0004583729,0.000144979],"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":[0.9486547,0.00125318,0.00001532365,0.00006348551,0.001261125,0.000005066217,0.02111433,0.0000110885,0.00011015,0.001496702,0.001850578,0.02416435],"study_design_scores_gemma":[0.9814315,0.005342439,0.0002184793,0.00007086672,0.00003195104,0.000008832737,0.01147571,0.0002298578,0.00009642643,0.0002669684,0.000738252,0.0000886492],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975019,0.001602483,0.003418989,0.0006502899,0.0008098393,0.007588969,0.00002097583,0.00002447034,0.01086493],"genre_scores_gemma":[0.9937904,0.00008723419,0.00005308933,0.00007143275,0.00005920485,0.00419832,0.0000301116,0.00001400619,0.001696233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03277694,"threshold_uncertainty_score":0.7285676,"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."}}