{"id":"W4281677223","doi":"10.3899/jrheum.220476","title":"The Use of Mobile Health Apps in Clinical Practice Remains Challenging","year":2022,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; Mobile apps; Perspective (graphical); MEDLINE; Health care; Clinical Practice; Axial spondyloarthritis; Physical therapy; Intensive care medicine; Family medicine; Disease; Internal medicine; World Wide Web","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":[0.02595259,0.001371026,0.002041747,0.002031549,0.001912945,0.009844807,0.004852672,0.006413792,0.03613727],"category_scores_gemma":[0.1532811,0.001007335,0.001489392,0.001582914,0.00261883,0.01013791,0.006304206,0.006340965,0.03316631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158701,"about_ca_system_score_gemma":0.004484766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282306,"about_ca_topic_score_gemma":0.002036865,"domain_scores_codex":[0.9585614,0.02029117,0.003359175,0.003888311,0.01266633,0.00123371],"domain_scores_gemma":[0.8452051,0.1117677,0.008608667,0.01153328,0.01753427,0.005350938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001897006,0.0006240457,0.006193746,0.004668975,0.00011099,0.001312801,0.003074738,0.0005060571,0.001537063,0.007911865,0.1198248,0.8540452],"study_design_scores_gemma":[0.0003040941,0.001152932,0.01092087,0.03238435,0.0002777117,0.008654283,0.008468534,0.002969247,0.001876338,0.06521979,0.8674231,0.0003486525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04110179,0.1473797,0.1701488,0.4054564,0.0143673,0.005438386,0.003511063,0.006586345,0.2060102],"genre_scores_gemma":[0.2697375,0.1238024,0.3825494,0.1470891,0.02341782,0.01121426,0.002938649,0.002511236,0.03673964],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03613727,"threshold_uncertainty_score":0.1372521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07450992519028611,"score_gpt":0.3740293838186065,"score_spread":0.2995194586283204,"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."}}