{"id":"W4376849802","doi":"10.2196/46286","title":"The Effectiveness of a Mobile Phone–Based Physical Activity Program for Treating Depression, Stress, Psychological Well-Being, and Quality of Life Among Adults: Quantitative Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Repeated measures design; Quality of life (healthcare); Population; Expectancy theory; Medicine; Analysis of variance; Gerontology; Intervention (counseling); Psychology; Life expectancy; Stress management; mHealth; Psychological intervention; Physical therapy; Clinical psychology; Psychiatry; Environmental health","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":[0.001567941,0.000447739,0.0008868378,0.0008793155,0.0005606018,0.0003720916,0.0004303656,0.0004973884,0.001715782],"category_scores_gemma":[0.00243532,0.0003075067,0.001058888,0.0006301374,0.0002554605,0.0004259986,0.0003766382,0.0004921746,0.000158881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004750266,"about_ca_system_score_gemma":0.0006931317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125014,"about_ca_topic_score_gemma":0.002667911,"domain_scores_codex":[0.9990382,0.0004150841,0.0001380645,0.0001350134,0.000173484,0.0001001616],"domain_scores_gemma":[0.9986807,0.0004969192,0.0003211049,0.00005393903,0.0001856916,0.0002617043],"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":[0.01764828,0.1642369,0.3330269,0.009451392,0.002796876,0.0005717652,0.01091656,0.0009274323,0.01386253,0.000196424,0.001640273,0.4447246],"study_design_scores_gemma":[0.004671242,0.08156482,0.9020288,0.0004838285,0.001696556,0.0002206678,0.00416006,0.001576906,0.00131419,0.00007334937,0.002147776,0.00006181239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978753,0.000265749,0.0001472366,0.00004536533,0.000009897164,0.001090595,0.0001590173,0.000006989645,0.0003997926],"genre_scores_gemma":[0.9944075,0.0006214987,0.001800228,0.0001499957,0.00004254275,0.002370819,0.0002275598,0.000003710717,0.0003761807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001715782,"threshold_uncertainty_score":0.008292198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08202076460113594,"score_gpt":0.4880438661822992,"score_spread":0.4060231015811632,"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."}}