{"id":"W4290190684","doi":"10.2196/37968","title":"A Digital Mental Health Intervention (Inuka) for Common Mental Health Disorders in Zimbabwean Adults in Response to the COVID-19 Pandemic: Feasibility and Acceptability Pilot Study","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Achmea","keywords":"Mental health; mHealth; Psychological intervention; Thematic analysis; Digital health; Telemedicine; Medicine; Psychology; Health care; Qualitative research; Psychiatry","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":[0.00523304,0.001097593,0.0009582571,0.0009505755,0.002603151,0.001210679,0.001120409,0.00123413,0.004714989],"category_scores_gemma":[0.009194285,0.000702709,0.001086416,0.0006816081,0.001437071,0.001326385,0.00208122,0.001766259,0.0002994099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279851,"about_ca_system_score_gemma":0.004093033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351377,"about_ca_topic_score_gemma":0.0293651,"domain_scores_codex":[0.9955634,0.002608458,0.0002429976,0.0002765516,0.000369977,0.0009387753],"domain_scores_gemma":[0.9971961,0.001230428,0.0004041244,0.0001945801,0.0003499334,0.0006247063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03852874,0.4091728,0.08844137,0.008639337,0.000857873,0.001590232,0.06868959,0.001368027,0.01480078,0.001474116,0.004054277,0.362383],"study_design_scores_gemma":[0.08055466,0.477165,0.3846933,0.001660861,0.001397062,0.0002728689,0.03403592,0.002599006,0.003381712,0.001043914,0.01295958,0.0002362312],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769641,0.0001221994,0.0003457901,0.0002557133,0.00003357602,0.02111019,0.0002303907,0.00001913785,0.0009190181],"genre_scores_gemma":[0.941365,0.0004456631,0.005410966,0.0005312616,0.00005348554,0.05115055,0.000214144,0.000006341043,0.000822608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351377,"threshold_uncertainty_score":0.02767527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09185715302365077,"score_gpt":0.4762812400639216,"score_spread":0.3844240870402708,"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."}}