{"id":"W2913090945","doi":"10.2196/11215","title":"Methodological Strategies for Ecological Momentary Assessment to Evaluate Mood and Stress in Adult Patients Using Mobile Phones: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Mood; mHealth; Psychology; Mobile phone; Ecology; Medicine; Computer science; Clinical psychology; Applied psychology; Psychological intervention; Psychiatry; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1263867,0.003792254,0.01551352,0.02971816,0.00208831,0.007129093,0.00499958,0.003637414,0.005729105],"category_scores_gemma":[0.3278365,0.002997787,0.01916844,0.02219277,0.003019826,0.006547101,0.005263246,0.00239569,0.0005921312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128979,"about_ca_system_score_gemma":0.02880863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009075062,"about_ca_topic_score_gemma":0.02300033,"domain_scores_codex":[0.8303773,0.07277741,0.07478128,0.005639585,0.01539178,0.001032618],"domain_scores_gemma":[0.7410948,0.1947322,0.03817525,0.007670154,0.01741207,0.0009154156],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000122437,0.00001524454,0.001255901,0.9560636,0.01984044,0.00007010288,0.0005364643,0.000142853,0.00008501676,0.0005389958,0.0009941382,0.02033482],"study_design_scores_gemma":[0.0004162575,0.000141542,0.002538483,0.8990551,0.08212025,0.0001844452,0.00069851,0.0002535902,0.0002134896,0.001094472,0.01320453,0.00007923175],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002204648,0.9519684,0.0074818,0.001473784,0.0006470409,0.03296196,0.002297857,0.00009391437,0.0008705292],"genre_scores_gemma":[0.07223958,0.6561898,0.06750272,0.004412206,0.0004209717,0.1956548,0.002717931,0.0001141974,0.0007478461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8736132,"threshold_uncertainty_score":0.668405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5438528247768059,"score_gpt":0.6393607768179432,"score_spread":0.09550795204113738,"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."}}