{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006887182,0.0005482774,0.002418663,0.0005682308,0.001035597,0.0001384135,0.0003534948,0.0002186438,0.0003180165],"category_scores_gemma":[0.0003723095,0.0004386618,0.0006486789,0.001073757,0.0002358085,0.0001595295,0.000138852,0.0008836612,0.00007219367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003538886,"about_ca_system_score_gemma":0.003766147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007780197,"about_ca_topic_score_gemma":0.008563978,"domain_scores_codex":[0.9866984,0.005850491,0.003783083,0.001259747,0.0006111141,0.001797145],"domain_scores_gemma":[0.9945349,0.0008262648,0.001563697,0.0007630712,0.0001104396,0.002201643],"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":[0.9190611,0.002860671,0.002197441,0.009289552,0.0001397912,0.00001630513,0.03664515,0.0001358174,0.000003333512,0.0006931189,0.007746125,0.02121157],"study_design_scores_gemma":[0.9653255,0.003586977,0.001865225,0.001232622,0.00003381107,0.000107147,0.01459439,0.00006242559,0.000002375758,0.0002135404,0.0126021,0.0003739131],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8770745,0.0329919,0.0005207242,0.04634278,0.004251167,0.03754531,0.0003210934,0.000304524,0.0006480306],"genre_scores_gemma":[0.9595242,0.0004923582,0.0002244801,0.01987269,0.0002431285,0.0173595,0.0002689972,0.00007798374,0.00193663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08244975,"threshold_uncertainty_score":0.9998065,"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."}}