{"id":"W3139572451","doi":"10.2196/27039","title":"A Mobile Phone–Based Intervention to Reduce Mental Health Problems in Health Care Workers During the COVID-19 Pandemic (PsyCovidApp): Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Govern de les Illes Balears","keywords":"mHealth; Mental health; Medicine; Psychological intervention; Randomized controlled trial; Context (archaeology); Health care; Anxiety; eHealth; Burnout; Telemedicine; Population; Psychiatry; Clinical psychology; 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":[0.002408948,0.002118928,0.00439071,0.0008160275,0.0008012299,0.001485846,0.001395586,0.003587802,0.01383082],"category_scores_gemma":[0.003945167,0.0008840397,0.002913425,0.0006580994,0.001359145,0.001324259,0.0008326633,0.002659231,0.00116182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024011,"about_ca_system_score_gemma":0.002025194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195701,"about_ca_topic_score_gemma":0.003213727,"domain_scores_codex":[0.9984577,0.0007188229,0.0001756336,0.0003320244,0.000134363,0.0001813782],"domain_scores_gemma":[0.998709,0.0004859322,0.0003036132,0.00008568935,0.0001309949,0.0002848295],"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":[0.9626827,0.01328432,0.0002473032,0.005381996,0.001678376,0.00003640456,0.00006663895,0.0001601263,0.0007896657,0.0001179817,0.0007255899,0.01482895],"study_design_scores_gemma":[0.9755051,0.02288723,0.0004056547,0.0001941339,0.0004367461,0.000007141504,0.00001853135,0.0001270469,0.00007671956,0.00005283575,0.0002818488,0.000007071535],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.852433,0.0248734,0.003216644,0.002280687,0.004997716,0.1024616,0.003386893,0.0005476805,0.005802378],"genre_scores_gemma":[0.8326492,0.011672,0.008574914,0.002763645,0.001992135,0.1349681,0.001281167,0.00004732262,0.006051553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383082,"threshold_uncertainty_score":0.04626864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05949207767449928,"score_gpt":0.4543722633004296,"score_spread":0.3948801856259303,"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."}}