{"id":"W2809874821","doi":"10.2196/mhealth.9811","title":"mHealth App Patient Testing and Review of Educational Materials Designed for Self-Management of Gout Patients: Descriptive Qualitative Studies","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gout; mHealth; Medicine; Uric acid; Self-management; Disease; Limiting; Disease management; Physical therapy; Health management system; Alternative medicine; Family medicine; Intensive care medicine; Internal medicine; Nursing; Computer science; Pathology; Psychological intervention","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":[0.02895433,0.0006358854,0.001303195,0.003305392,0.00543241,0.00348168,0.002180444,0.001732132,0.003664055],"category_scores_gemma":[0.07240701,0.0007220123,0.0008073516,0.00256875,0.004090979,0.003614397,0.005044797,0.002099711,0.0005094815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006016534,"about_ca_system_score_gemma":0.008536905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005226977,"about_ca_topic_score_gemma":0.008693585,"domain_scores_codex":[0.9751114,0.01923144,0.001320364,0.0007973063,0.002175534,0.001363929],"domain_scores_gemma":[0.9186092,0.0700791,0.002933219,0.001156462,0.005916309,0.001305664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001064581,0.0002569097,0.003788739,0.003216753,0.00001807448,0.0009327513,0.956987,0.000047515,0.0008833693,0.0007374129,0.001541266,0.03148376],"study_design_scores_gemma":[0.00005146176,0.0004198887,0.005471401,0.004195691,0.00004922566,0.0007420076,0.9618635,0.0001992955,0.001014517,0.0003819085,0.02555862,0.000052513],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670393,0.004721835,0.005382635,0.003846183,0.0001889017,0.006143488,0.00120604,0.00007100276,0.01140049],"genre_scores_gemma":[0.9611524,0.006644716,0.01169282,0.003617426,0.00008160943,0.00972361,0.0006012993,0.0001349802,0.006351084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02895433,"threshold_uncertainty_score":0.153127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235846216972408,"score_gpt":0.4425125618304615,"score_spread":0.3189279401332207,"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."}}