{"id":"W1980009705","doi":"10.1371/journal.pone.0086515","title":"Reliability and Validity of a Point-of-Care Sural Nerve Conduction Device for Identification of Diabetic Neuropathy","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Mylan; Canadian Diabetes Association","keywords":"Reproducibility; Sural nerve; Medicine; Intraclass correlation; Nerve conduction velocity; Nuclear medicine; Surgery; Internal medicine; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01329337,0.0006293497,0.0003506498,0.001525829,0.0002924791,0.0009564857,0.0008647689,0.001059021,0.0004352954],"category_scores_gemma":[0.04932316,0.000348986,0.0004986796,0.0005346941,0.0008040587,0.0007869948,0.0007964195,0.0005271826,0.0004657029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345818,"about_ca_system_score_gemma":0.0003341081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009244023,"about_ca_topic_score_gemma":0.0009072673,"domain_scores_codex":[0.9896827,0.004786102,0.001308193,0.001144828,0.002774596,0.0003036146],"domain_scores_gemma":[0.9451741,0.03337345,0.007322206,0.003007676,0.01030783,0.0008147532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004668157,0.00009199565,0.9866241,0.00003901479,0.0001233549,0.00003760406,0.0002477403,0.0003977075,0.00116415,0.00003436391,0.0001317857,0.01064136],"study_design_scores_gemma":[0.00005273895,0.001314319,0.9863569,0.00006091284,0.0001216322,0.000531772,0.0002823186,0.00888047,0.001863934,0.0001637331,0.0003431588,0.00002820138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955468,0.0003612134,0.003046628,0.00003630086,0.00003493398,0.00005346889,0.0001229115,0.00002988175,0.000767805],"genre_scores_gemma":[0.9978895,0.00006163068,0.001752989,0.0000194399,0.00002341723,0.00002887878,0.0001599013,0.000005498255,0.00005892883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329337,"threshold_uncertainty_score":0.0703029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06179290453928718,"score_gpt":0.2744324065952706,"score_spread":0.2126395020559834,"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."}}