{"id":"W4389448409","doi":"10.1212/wnl.94.15_supplement.934","title":"Muscle Thickness Measured by Ultrasound is Reduced in Neuromuscular Disorders and Correlates with Clinical and Electrophysiological findings (934)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Electrophysiology; Medicine; Electrodiagnosis; Ultrasound; Electromyography; Physical medicine and rehabilitation; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002223283,0.0002238547,0.0005625433,0.00007981197,0.00005800852,0.000009197786,0.00009676752,0.0002992826,0.00004790724],"category_scores_gemma":[0.0005534018,0.0001657977,0.00005635117,0.0003431265,0.0008212044,0.00004237629,0.00004097896,0.001133408,0.000003363004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003255432,"about_ca_system_score_gemma":0.00003108962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002442794,"about_ca_topic_score_gemma":0.000005185137,"domain_scores_codex":[0.9981697,0.0002865582,0.0003375817,0.0006504684,0.0001945037,0.0003611913],"domain_scores_gemma":[0.999037,0.0004320674,0.00006423063,0.0001990007,0.0000372997,0.0002304221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006662481,0.0002284969,0.6038263,0.00007638145,0.000107442,0.0002855922,0.001160456,0.000003041622,0.3836565,0.00006644826,0.00133075,0.002596098],"study_design_scores_gemma":[0.004707791,0.01300157,0.9786448,0.00001980507,0.0001269294,0.0002874353,0.00005020768,0.0002492733,0.0004163074,0.0003557749,0.001940689,0.0001993625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814087,0.0005323353,0.00002682202,0.01738108,0.00008600602,0.0003877882,0.00000430844,0.00006608906,0.0001069195],"genre_scores_gemma":[0.9755369,0.001055591,0.00006889393,0.02319849,0.00007642402,0.00001561071,0.00001294974,0.00003128723,0.000003814215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3832402,"threshold_uncertainty_score":0.6761036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371475671298954,"score_gpt":0.2530725399416666,"score_spread":0.239357783228677,"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."}}