{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005247448,0.0002689133,0.002755638,0.0002708377,0.0001244715,0.00001657944,0.000070145,0.0002383207,0.00001937371],"category_scores_gemma":[0.0002493554,0.0002150311,0.0001882938,0.0001801222,0.00003065578,0.00009059582,0.00004698119,0.0004021213,0.00000297883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007763378,"about_ca_system_score_gemma":0.001109618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005192977,"about_ca_topic_score_gemma":0.00003259382,"domain_scores_codex":[0.9960752,0.0006263782,0.001631984,0.0004897224,0.0004977274,0.0006790165],"domain_scores_gemma":[0.9968718,0.0009802404,0.001268967,0.0002815832,0.0001601793,0.0004372583],"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":[0.7120968,0.0008946777,0.2582246,0.008453844,0.0004235473,9.743263e-7,0.01051288,0.000001116776,0.00003957353,0.00005592795,0.0004861094,0.008809986],"study_design_scores_gemma":[0.9491617,0.005105947,0.04192009,0.0001859307,0.0007638225,9.48661e-7,0.001474239,0.0000859203,0.00001761811,0.00002416959,0.001111928,0.0001476578],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556493,0.002021548,0.00002610674,0.0009822249,0.000282138,0.04084449,0.00007420207,0.00005733805,0.00006271594],"genre_scores_gemma":[0.9907395,0.001164982,0.0009204781,0.0008901624,0.0002463223,0.005574313,0.0001375217,0.0000372546,0.0002894164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2370649,"threshold_uncertainty_score":0.8768714,"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."}}