{"id":"W2795359215","doi":"10.2196/mhealth.6335","title":"Evaluating an mHealth App for Health and Well-Being at Work: Mixed-Method Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"LG Display","keywords":"mHealth; Focus group; Context (archaeology); Psychological intervention; Qualitative research; Psychology; Applied psychology; Interview; Medical education; Medicine; Nursing; Marketing; Sociology; Business","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","sts"],"consensus_categories":[],"category_scores_codex":[0.02247121,0.0008389205,0.001807771,0.0006017931,0.01015636,0.00005456814,0.0004350771,0.0005678377,0.00014844],"category_scores_gemma":[0.0006670467,0.0007942884,0.0001053107,0.0011489,0.0004041409,0.0003781781,0.0003787059,0.00161544,0.0001669532],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406598,"about_ca_system_score_gemma":0.005841841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002124067,"about_ca_topic_score_gemma":0.003754706,"domain_scores_codex":[0.9808877,0.008097186,0.003624596,0.002372105,0.0008861603,0.00413224],"domain_scores_gemma":[0.9850398,0.004116771,0.002331556,0.00134489,0.0008608254,0.006306169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005289753,0.001549445,0.03805826,0.01838872,0.0000681998,0.000002182496,0.4697981,0.000003112011,0.00001164621,0.02036028,0.04222417,0.4042461],"study_design_scores_gemma":[0.02928185,0.0400491,0.189992,0.001905722,0.0004004867,0.00006090898,0.4186649,0.006261837,0.000007199489,0.01643704,0.2943775,0.002561472],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430075,0.002505845,0.005825635,0.01723235,0.001561099,0.02739167,0.0001633416,0.0006616896,0.001650917],"genre_scores_gemma":[0.8567243,0.002590463,0.05352394,0.04814629,0.003507839,0.03173502,0.000501496,0.000325574,0.002945021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4016846,"threshold_uncertainty_score":0.9997941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2008924591020937,"score_gpt":0.6147118026375386,"score_spread":0.4138193435354448,"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."}}