{"id":"W2997235267","doi":"10.1002/mus.26802","title":"The utility of a single simple question in the evaluation of patients with nondiabetic polyneuropathy","year":2020,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Polyneuropathy; Medicine; Physical therapy; Physical medicine and rehabilitation; Psychology; Surgery","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":[0.004979765,0.0004473871,0.0006555917,0.001223962,0.0003862009,0.0006011947,0.0004589009,0.0008133666,0.002138426],"category_scores_gemma":[0.01669509,0.0001603165,0.000522354,0.0006423098,0.0004887157,0.00140185,0.001081782,0.0005616591,0.0006151543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383971,"about_ca_system_score_gemma":0.0003910084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006865364,"about_ca_topic_score_gemma":0.001082796,"domain_scores_codex":[0.9973368,0.001406842,0.0005168988,0.0002064457,0.0003681613,0.0001647402],"domain_scores_gemma":[0.9888648,0.006343368,0.002997398,0.0003005176,0.0009612511,0.0005327417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093077,0.0002773735,0.9626862,0.0002903007,0.0001051075,0.0003820175,0.001432941,0.0002927548,0.001044661,0.0001001194,0.000753385,0.031542],"study_design_scores_gemma":[0.0001558162,0.002712257,0.9884081,0.0001693227,0.00005863634,0.001996571,0.001928772,0.001845968,0.0009096084,0.0002749327,0.001492251,0.00004776475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967366,0.0004207417,0.0008111288,0.0002195043,0.00003172735,0.0001798468,0.000334423,0.00001463036,0.00125136],"genre_scores_gemma":[0.9975878,0.0001174075,0.001650853,0.00009795584,0.00002766969,0.0001783569,0.0001852246,0.000002683582,0.0001521123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004979765,"threshold_uncertainty_score":0.02633578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812266601538731,"score_gpt":0.2749078829540096,"score_spread":0.2367852169386223,"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."}}