{"id":"W4310779131","doi":"10.2196/39881","title":"Mobile Health Apps for Patient-Centered Care: Review of United States Rheumatoid Arthritis Apps for Engagement and Activation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of South Carolina; Furman University; Pfizer","keywords":"mHealth; Disease management; Medicine; Mobile apps; App store; eHealth; Health care; Internet privacy; Psychology; Health management system; Psychological intervention; World Wide Web; Computer science; Nursing; Alternative 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":[0.009481337,0.001018131,0.002384722,0.008782878,0.0007338386,0.002471834,0.001606795,0.001893566,0.005100084],"category_scores_gemma":[0.04457148,0.0006621049,0.004697231,0.007157317,0.0006987686,0.002813993,0.002071786,0.001982372,0.000687531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111664,"about_ca_system_score_gemma":0.008445687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00565145,"about_ca_topic_score_gemma":0.01446486,"domain_scores_codex":[0.993522,0.002626778,0.001764415,0.0003464657,0.001532154,0.0002083108],"domain_scores_gemma":[0.9495103,0.03958464,0.004814479,0.0004557466,0.005086015,0.0005488997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00022067,0.00006581306,0.0006841123,0.3561279,0.001081427,0.00009399187,0.0005812584,0.0001496458,0.0002440375,0.001113867,0.01531581,0.6243215],"study_design_scores_gemma":[0.0001950919,0.0003754547,0.005628169,0.7890446,0.007220106,0.0006564108,0.0004715879,0.0002825476,0.0003334545,0.0008511722,0.1948711,0.0000703451],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003504304,0.9973942,0.0001613575,0.0008031256,0.0001484198,0.0001128454,0.0001147821,0.00001415137,0.0009006949],"genre_scores_gemma":[0.005114099,0.9922251,0.0009589567,0.0009827896,0.0001243755,0.0003152364,0.0001158178,0.000007817585,0.0001558193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009481337,"threshold_uncertainty_score":0.05014271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474471009150001,"score_gpt":0.3642918999611563,"score_spread":0.3195471898696563,"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."}}