{"id":"W3196375220","doi":"10.1002/mus.27415","title":"Virtual neuromuscular ultrasound courses during <scp>COVID</scp>‐19 pandemic: Leveraging technology to enhance learning opportunities","year":2021,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canterbury Christ Church University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Ultrasound; Medical education; Medicine; Medical physics; Psychology; Physical medicine and rehabilitation; Computer science; Disease; Pathology; Radiology","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":[0.002089031,0.0002495716,0.0001412348,0.000491874,0.0005757216,0.001174603,0.0007824252,0.0004649081,0.01101113],"category_scores_gemma":[0.005244187,0.0001202135,0.0002156679,0.0002386752,0.000441436,0.0009023581,0.001881457,0.0005171733,0.001386829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005413027,"about_ca_system_score_gemma":0.001427329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000648094,"about_ca_topic_score_gemma":0.001946869,"domain_scores_codex":[0.9987676,0.0006511428,0.00005490453,0.00009941584,0.0001756081,0.0002513328],"domain_scores_gemma":[0.9968437,0.001161239,0.0004750869,0.0001830392,0.0002783744,0.001058543],"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":[0.0006974841,0.006237858,0.1120455,0.001540254,0.00003456844,0.0008690987,0.009580439,0.001341777,0.01777143,0.002045949,0.01712115,0.8307144],"study_design_scores_gemma":[0.0005415987,0.01854981,0.71548,0.00247184,0.0001620688,0.003041507,0.03571977,0.008432986,0.02304174,0.004400284,0.1879286,0.0002297223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570169,0.0003236749,0.01046445,0.002441232,0.0001046704,0.001047499,0.0001825903,0.0003274016,0.02809167],"genre_scores_gemma":[0.9632741,0.0006289631,0.02795098,0.000662116,0.00007768506,0.0009302194,0.0001744054,0.00002483544,0.006276659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101113,"threshold_uncertainty_score":0.03683585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06252241851026574,"score_gpt":0.3500391322324106,"score_spread":0.2875167137221449,"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."}}