{"id":"W3182490325","doi":"10.2196/27234","title":"Evaluating Chinese Mobile Health Apps for Ankylosing Spondylitis Management: Systematic App Search","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Medicine; Mobile apps; Disease management; Ankylosing spondylitis; Telemedicine; Android (operating system); Health management system; Health care; Internet privacy; Computer science; World Wide Web; Nursing; Alternative medicine; Psychological intervention; Surgery","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":[0.007820915,0.001385816,0.00468686,0.01488816,0.001150658,0.001569507,0.001843977,0.001263142,0.00528397],"category_scores_gemma":[0.02749949,0.0007251045,0.003844771,0.01085751,0.0007879805,0.002949816,0.002492007,0.0007361675,0.0003852641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00290391,"about_ca_system_score_gemma":0.01317561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009835937,"about_ca_topic_score_gemma":0.03278789,"domain_scores_codex":[0.9937186,0.001506733,0.002727844,0.0004592309,0.001352697,0.0002348822],"domain_scores_gemma":[0.9815353,0.01164595,0.003830916,0.0003766147,0.002277415,0.0003337351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004692539,0.0000871129,0.009892172,0.8747881,0.00408879,0.0005675111,0.001890317,0.0001540228,0.0006156866,0.0004033468,0.003586388,0.1034573],"study_design_scores_gemma":[0.001490055,0.001450799,0.05879622,0.7997279,0.08012753,0.00168151,0.003908277,0.001042117,0.00114154,0.001039804,0.0493728,0.0002214682],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08220246,0.8632292,0.002816692,0.002414116,0.0003285683,0.02691931,0.0160023,0.0001891178,0.005898225],"genre_scores_gemma":[0.2711382,0.6705727,0.01291726,0.003934928,0.000265459,0.0318319,0.0078431,0.00005302941,0.00144345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01488816,"threshold_uncertainty_score":0.04136145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417043111899291,"score_gpt":0.547627026840249,"score_spread":0.4059227156503199,"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."}}