{"id":"W2774750508","doi":"10.1111/ene.13533","title":"Toronto Clinical Neuropathy Score is valid for a wide spectrum of polyneuropathies","year":2017,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto; University Health Network","funders":"","keywords":"Polyneuropathy; Medicine; Sural nerve; Diabetic neuropathy; Physical medicine and rehabilitation; Physical therapy; Reliability (semiconductor); Surgery; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00146248,0.0001966368,0.0006842042,0.00007402248,0.0001526287,0.00002677072,0.0004581462,0.0000479151,0.00006475319],"category_scores_gemma":[0.001531925,0.0001514037,0.0004758468,0.00002244167,0.0002053466,0.0001412424,0.0001298744,0.000344107,0.00001445394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001069802,"about_ca_system_score_gemma":0.00007697294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001020031,"about_ca_topic_score_gemma":0.000005472964,"domain_scores_codex":[0.9975931,0.0006742183,0.000943432,0.0002724676,0.0002281047,0.0002886577],"domain_scores_gemma":[0.9972827,0.0002847435,0.001342697,0.0006687769,0.0001817486,0.0002393141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02180805,0.003392855,0.8100153,0.0003358638,0.001250485,0.04654193,0.001084961,0.000008438328,0.035817,0.001227554,0.02036625,0.05815128],"study_design_scores_gemma":[0.008139025,0.02991536,0.9207959,0.000107343,0.0004815236,0.003129036,0.000018848,0.00006843692,0.00284847,0.0004503859,0.03388413,0.0001615051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869226,0.0003783235,0.001076036,0.006785272,0.001617667,0.0002410927,0.00001545374,0.00001415661,0.002949454],"genre_scores_gemma":[0.9930105,0.0005248741,0.0009397346,0.004457363,0.0007338177,8.252234e-7,0.000001054218,0.00006405629,0.0002678096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1107806,"threshold_uncertainty_score":0.6174065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08209711772332014,"score_gpt":0.3633455798889612,"score_spread":0.2812484621656411,"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."}}