{"id":"W3045808231","doi":"10.2196/19593","title":"Visual and Personalized Quality of Life Assessment App for People With Severe Mental Health Problems: Qualitative Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Usability; Quality of life (healthcare); Mental health; Psychology; Digital health; Qualitative research; Applied psychology; Medicine; Computer science; Health care; Psychiatry; Psychotherapist; Human–computer interaction","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":[0.01800785,0.0004557378,0.0005077125,0.00150484,0.002621548,0.001571219,0.001117098,0.0007352539,0.004067798],"category_scores_gemma":[0.02206354,0.0002858641,0.0008111456,0.001468917,0.002126727,0.001152007,0.003394081,0.0008490515,0.0003735484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004639798,"about_ca_system_score_gemma":0.005074227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004545538,"about_ca_topic_score_gemma":0.01074374,"domain_scores_codex":[0.9910187,0.006748135,0.0003350122,0.0002528527,0.0009048907,0.0007404234],"domain_scores_gemma":[0.9808445,0.01432111,0.0008880838,0.0004258851,0.002830083,0.0006903574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009173936,0.00185944,0.01495676,0.009039143,0.00008189749,0.001672313,0.7654727,0.0005063816,0.006021789,0.002935693,0.008742488,0.1877939],"study_design_scores_gemma":[0.0003597713,0.003125659,0.02786746,0.006900281,0.000230693,0.001293058,0.8850586,0.001186826,0.00602559,0.002082163,0.0657309,0.0001390736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968599,0.001672568,0.008008186,0.001770519,0.000122402,0.007217162,0.001903683,0.00007163501,0.01063489],"genre_scores_gemma":[0.9448181,0.003411749,0.02255626,0.001561233,0.00005207673,0.0192914,0.0009597236,0.00007964599,0.007269916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800785,"threshold_uncertainty_score":0.09523571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135560042468633,"score_gpt":0.5503862717140764,"score_spread":0.4148262292454434,"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."}}