{"id":"W4412471323","doi":"10.2196/77698","title":"Exploring the Role of Telemedicine in Duchenne Muscular Dystrophy: Benefits and Challenges","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Duchenne muscular dystrophy; Telemedicine; Muscular dystrophy; Medicine; Physical medicine and rehabilitation; Computer science; World Wide Web; Political science; Health care; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01108829,0.0003407328,0.0003572908,0.0009592889,0.001080181,0.005044299,0.001029403,0.002382355,0.007589895],"category_scores_gemma":[0.01307648,0.000134682,0.000593399,0.0007954665,0.001594412,0.005386205,0.002382917,0.001750513,0.000710515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717941,"about_ca_system_score_gemma":0.006291654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083381,"about_ca_topic_score_gemma":0.00529569,"domain_scores_codex":[0.9954771,0.003400163,0.000108777,0.0001506195,0.0005678489,0.0002954503],"domain_scores_gemma":[0.9852822,0.01002932,0.0007199213,0.0003492582,0.002182524,0.00143673],"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":[0.0005022743,0.000699809,0.01684242,0.004250507,0.0001062269,0.0007689549,0.004804795,0.0008589551,0.001541554,0.06646664,0.0300189,0.8731391],"study_design_scores_gemma":[0.00029519,0.005234095,0.04226789,0.03024219,0.0005517595,0.003848467,0.08048407,0.006018718,0.004771223,0.1553252,0.6707534,0.0002077287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09473532,0.220241,0.01378524,0.5492298,0.004393019,0.0003358517,0.0002710515,0.0001468545,0.1168619],"genre_scores_gemma":[0.690702,0.2320295,0.02225235,0.03792024,0.004614183,0.0004453507,0.0001510736,0.00005720726,0.0118281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01108829,"threshold_uncertainty_score":0.0586412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07284235759591907,"score_gpt":0.3439255895012802,"score_spread":0.2710832319053611,"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."}}