{"id":"W3032134211","doi":"10.1002/mus.26990","title":"Guidance for resumption of routine electrodiagnostic testing during the <scp>COVID</scp>‐19 pandemic","year":2020,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Personal protective equipment; Medicine; Medical emergency; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Diagnostic test; Duration (music); Emergency medicine; Disease; Infectious disease (medical specialty); Pathology","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":[0.02079985,0.00118501,0.0009822181,0.002552332,0.00220989,0.003016808,0.004461186,0.01054655,0.02528272],"category_scores_gemma":[0.08447754,0.0007480055,0.002314752,0.000893836,0.001649866,0.0043906,0.003741476,0.007976203,0.01685549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904767,"about_ca_system_score_gemma":0.01576258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686808,"about_ca_topic_score_gemma":0.03344444,"domain_scores_codex":[0.9800825,0.01047991,0.003503544,0.0007411159,0.003516579,0.001676339],"domain_scores_gemma":[0.947541,0.02491288,0.003395681,0.002049394,0.01745939,0.00464162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001565267,0.0004554477,0.006106623,0.00105619,0.00003335191,0.001550072,0.002120072,0.001760281,0.001601894,0.005341251,0.7399515,0.2398668],"study_design_scores_gemma":[0.0003394783,0.0005561921,0.01401248,0.01319967,0.0001053534,0.002956666,0.006023603,0.002717949,0.002522316,0.01804216,0.9392486,0.000275474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01944662,0.02832785,0.1126579,0.5735375,0.01276063,0.005979775,0.004291335,0.007931603,0.2350668],"genre_scores_gemma":[0.1131704,0.04418159,0.4225099,0.2926384,0.005730786,0.01244706,0.00645399,0.002418436,0.1004494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02528272,"threshold_uncertainty_score":0.1100015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08343148992518484,"score_gpt":0.3237853148239984,"score_spread":0.2403538248988136,"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."}}