{"id":"W4412487432","doi":"10.1002/mus.28479","title":"Virtual <scp>EMG</scp>: Safe and Effective Remote Supervision and Reporting","year":2025,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; University Health Network; McGill University; St. Michael's Hospital; McGill University Health Centre","funders":"","keywords":"Technician; Computer science; Telemedicine; Health care; Bluetooth; Quality (philosophy); Wireless; Telecommunications; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005187599,0.000428033,0.000229526,0.0006877253,0.0006615136,0.001747987,0.001452578,0.0008270316,0.007207273],"category_scores_gemma":[0.01680923,0.0002418498,0.0002696786,0.0003267849,0.0009736602,0.002060165,0.003771241,0.0005903317,0.002008442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004144969,"about_ca_system_score_gemma":0.002232985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211672,"about_ca_topic_score_gemma":0.002556231,"domain_scores_codex":[0.9948543,0.002893728,0.0002722205,0.0003273038,0.001380828,0.000271737],"domain_scores_gemma":[0.9916055,0.002966037,0.001627193,0.001111541,0.001824904,0.0008648601],"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":[0.0006403897,0.0005441374,0.03546881,0.0007040566,0.0000539813,0.001466164,0.003016677,0.004663595,0.03018019,0.004407322,0.03171758,0.8871371],"study_design_scores_gemma":[0.0007902479,0.006770791,0.1998499,0.004126494,0.0002624667,0.02301153,0.01582117,0.2478417,0.1042287,0.02291035,0.3736295,0.0007570205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2504736,0.001535072,0.6738812,0.009841396,0.0006682891,0.001934938,0.0005292177,0.009321745,0.05181451],"genre_scores_gemma":[0.7679235,0.0006508545,0.2248798,0.001078988,0.0002387298,0.0005128013,0.0003133018,0.000275597,0.004126286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007207273,"threshold_uncertainty_score":0.027435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575309529797031,"score_gpt":0.3420478357656682,"score_spread":0.3162947404676979,"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."}}