{"id":"W2967617933","doi":"10.2196/15021","title":"Association Between User Engagement of a Mobile Health App for Gout and Improvements in Self-Care Behaviors: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Self-management; Psychological intervention; Randomized controlled trial; Physical therapy; eHealth; Health care; Gerontology; Psychiatry; Internal medicine","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":[0.004444536,0.001545933,0.004986723,0.0007824088,0.001132277,0.00198828,0.001237732,0.003926313,0.01275437],"category_scores_gemma":[0.01098699,0.000971138,0.004373937,0.001093929,0.001630751,0.001875112,0.0009713406,0.003735936,0.0009309967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204735,"about_ca_system_score_gemma":0.002381568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243814,"about_ca_topic_score_gemma":0.003346351,"domain_scores_codex":[0.996343,0.001710397,0.0005444824,0.000683019,0.0003478029,0.0003713775],"domain_scores_gemma":[0.9952112,0.002129073,0.001270644,0.0002975912,0.0003896635,0.0007019153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.974117,0.007981856,0.0008356441,0.003279938,0.003371708,0.00003063964,0.00007999565,0.00007029468,0.0003619159,0.00006916606,0.0005313099,0.009270557],"study_design_scores_gemma":[0.950071,0.04294189,0.002702505,0.0003469544,0.002914787,0.00001702553,0.00004335974,0.0002102985,0.0001550752,0.0001321768,0.000444879,0.00002001464],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177674,0.02031745,0.001884238,0.001868741,0.002838264,0.04793338,0.00278108,0.0003865664,0.00422295],"genre_scores_gemma":[0.908969,0.006886995,0.004265687,0.00184838,0.001516081,0.07196553,0.0009197147,0.00003850593,0.00359011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275437,"threshold_uncertainty_score":0.04266763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202195464957626,"score_gpt":0.3665042398362715,"score_spread":0.3444822851866953,"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."}}