{"id":"W3124133264","doi":"10.2196/26617","title":"The Impact of a Digital Intervention (Happify) on Loneliness During COVID-19: Qualitative Focus Group","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Focus group; Mental health; Psychological intervention; Thematic analysis; Psychology; Anxiety; Qualitative research; Clinical psychology; Social isolation; Intervention (counseling); Digital health; Coping (psychology); Social distance; Gerontology; Medicine; Health care; Psychiatry; Coronavirus disease 2019 (COVID-19)","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":[],"consensus_categories":[],"category_scores_codex":[0.000700952,0.0002496913,0.0003592701,0.0001306741,0.0004876472,0.00009637437,0.0002429133,0.0000787852,0.0004286227],"category_scores_gemma":[0.0001173217,0.000193266,0.0005387578,0.000420765,0.0001848367,0.0002650667,0.0001467056,0.0002707971,0.0002439074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561811,"about_ca_system_score_gemma":0.0002260808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857194,"about_ca_topic_score_gemma":0.0007107892,"domain_scores_codex":[0.9968194,0.000649583,0.00109027,0.0004625383,0.0003540934,0.0006241124],"domain_scores_gemma":[0.9980199,0.0003387294,0.0005641191,0.0004759602,0.00007309505,0.0005282356],"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":[0.01635497,0.04372704,0.009333833,0.004855735,0.002104862,0.00030609,0.1573505,0.00003667167,0.0003228513,0.2030508,0.08632292,0.4762337],"study_design_scores_gemma":[0.04561107,0.05456696,0.3932257,0.006998597,0.00007417583,0.001833516,0.3604268,0.0001746706,0.002589492,0.1103758,0.02116436,0.002958895],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814517,0.001331748,0.0002723491,0.007129848,0.001289258,0.001455903,0.001729444,0.0001141239,0.005225549],"genre_scores_gemma":[0.9953775,0.00001505005,0.00002803937,0.0002395206,0.00007528922,0.0002918515,0.0003408237,0.00003837542,0.003593582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4732748,"threshold_uncertainty_score":0.7881159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06721717523796839,"score_gpt":0.5158674393121011,"score_spread":0.4486502640741327,"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."}}