{"id":"W3016808168","doi":"10.2196/17755","title":"Mobile App Use for Insomnia Self-Management in Urban Community-Dwelling Older Korean Adults: Retrospective Intervention Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Intervention (counseling); mHealth; Mental health; Self-management; Mood; Psychology; Quality of life (healthcare); Mobile phone; Usability; Clinical psychology; Medicine; Psychiatry; Psychological intervention; Psychotherapist","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":[0.001225334,0.0007883951,0.0009483515,0.001221276,0.001761725,0.0008353298,0.0004812225,0.0008373233,0.001936785],"category_scores_gemma":[0.002270564,0.001019167,0.001543925,0.0009187979,0.0005745003,0.001014359,0.001246691,0.001125068,0.0005514399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008406758,"about_ca_system_score_gemma":0.001602424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009389879,"about_ca_topic_score_gemma":0.01493396,"domain_scores_codex":[0.9993267,0.0001330366,0.0001372052,0.0001645284,0.0001085532,0.0001300209],"domain_scores_gemma":[0.998596,0.0001682966,0.000467451,0.0001080166,0.0004179161,0.0002422302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002583586,0.01348851,0.9339349,0.002145503,0.0005658492,0.000864789,0.01274092,0.00006321693,0.001600756,0.00008393593,0.001254202,0.03067391],"study_design_scores_gemma":[0.000465835,0.007145086,0.9781104,0.0002766122,0.0006440498,0.0003790599,0.01047648,0.0002146252,0.0002714805,0.00004252132,0.001917936,0.00005596175],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997453,0.0004051805,0.0001530241,0.00003754074,0.0000104622,0.001295057,0.0002852594,0.000006522571,0.0003538927],"genre_scores_gemma":[0.9926399,0.0009500164,0.0009935626,0.0003767828,0.00003352443,0.003369183,0.0007123781,0.000008436921,0.0009162067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009389879,"threshold_uncertainty_score":0.01867044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03622806531152397,"score_gpt":0.3674434101446144,"score_spread":0.3312153448330905,"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."}}