{"id":"W4399996641","doi":"10.1038/s41746-024-01162-0","title":"A scoping review assessing the usability of digital health technologies targeting people with multiple sclerosis","year":2024,"lang":"en","type":"review","venue":"npj Digital Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McGill University; Montreal Neurological Institute and Hospital; University of Victoria; Université de Montréal","funders":"","keywords":"Usability; CINAHL; Computer science; mHealth; Digital health; Telehealth; MEDLINE; Web usability; World Wide Web; Telemedicine; Health care; Medicine; Human–computer interaction; Nursing; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002759356,0.0007038669,0.00410337,0.0002695646,0.0009724407,0.00006216619,0.0007397434,0.0004111863,0.000055621],"category_scores_gemma":[0.006465917,0.0003479199,0.0002997102,0.002190988,0.0006126518,0.0004115683,0.0004492035,0.002303785,0.0001483699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210928,"about_ca_system_score_gemma":0.005560975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453497,"about_ca_topic_score_gemma":0.00009054311,"domain_scores_codex":[0.9927483,0.0004109548,0.003930259,0.0009631992,0.0007561214,0.001191189],"domain_scores_gemma":[0.9904436,0.004891601,0.002645175,0.001356091,0.0003449839,0.0003185887],"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":[0.00000220662,0.00003175668,0.0002171141,0.4408522,0.0000259711,6.117055e-7,0.0001078457,4.458865e-8,1.859595e-8,0.0001078061,0.005717739,0.5529367],"study_design_scores_gemma":[0.0001709625,0.0001258502,0.00001644315,0.5494797,0.0002454807,0.00000834274,0.0009253788,0.000002945867,1.684753e-8,0.00007591789,0.4487912,0.0001577577],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006800371,0.9666854,0.0002744544,0.01045089,0.000438439,0.01909788,0.0003550915,0.0005621476,0.002128889],"genre_scores_gemma":[0.001182991,0.9837377,0.0001346743,0.0007088412,0.0002881247,0.01309519,0.000608951,0.0001203379,0.0001231591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5527789,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714885205261586,"score_gpt":0.5000118467964066,"score_spread":0.3285233262702481,"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."}}