{"id":"W2164665633","doi":"10.2196/mhealth.2596","title":"Mobile Mental Wellness Training for Stress Management: Feasibility and Design Implications Based on a One-Month Field Study","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tekes","keywords":"Flexibility (engineering); Applied psychology; Mental health; Stress management; Psychology; Psychological intervention; mHealth; Mobile technology; Time management; Clinical psychology; Mobile device; Computer science; Psychotherapist; Psychiatry; World Wide Web","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":[0.0005946111,0.0002123279,0.000306605,0.0001588442,0.0005127749,0.00007423761,0.0001479224,0.00008715049,0.0001315362],"category_scores_gemma":[0.00001423212,0.0002092744,0.00005293915,0.0001612929,0.00006099709,0.0001436168,0.00004338397,0.0001843766,0.00002794475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583758,"about_ca_system_score_gemma":0.00006586223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003614808,"about_ca_topic_score_gemma":0.0001196207,"domain_scores_codex":[0.9977269,0.0002450811,0.0005791247,0.0006479105,0.0001525836,0.0006484449],"domain_scores_gemma":[0.9984196,0.0003608774,0.0001930137,0.000456626,0.00003828722,0.0005315585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001727649,0.01210031,0.02976126,0.003318428,0.0000906563,0.000003224294,0.01068425,0.000008091441,0.00000160625,0.01287103,0.01258615,0.9168473],"study_design_scores_gemma":[0.009948269,0.02849341,0.9296024,0.0004034093,0.000128335,0.000009260299,0.02045942,0.001268215,0.00002220042,0.006771605,0.002336459,0.0005569808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631553,0.0004400271,0.003810934,0.004503933,0.0005803338,0.02025354,0.000373647,0.0001553155,0.006726957],"genre_scores_gemma":[0.9868252,0.00001798039,0.0009507668,0.001917213,0.00005206854,0.009664255,0.00005217017,0.00002947745,0.0004908225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9162903,"threshold_uncertainty_score":0.8533964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1843161118241402,"score_gpt":0.4711405507393217,"score_spread":0.2868244389151814,"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."}}