{"id":"W4399685667","doi":"10.2337/db24-477-p","title":"477-P: Peripheral Neuropathy—Evaluation of DPNCheck vs. mTCNS in Type 1 Diabetes","year":2024,"lang":"en","type":"article","venue":"Diabetes","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peripheral neuropathy; Medicine; Type 2 diabetes; Peripheral; Internal medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111547,0.0003535827,0.0002953956,0.0008334538,0.0002606393,0.0004487752,0.0002732125,0.0003560671,0.00331992],"category_scores_gemma":[0.001957705,0.00007254555,0.0003038736,0.0008247198,0.0002817798,0.0003359325,0.0002837215,0.0003422353,0.0004358557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600195,"about_ca_system_score_gemma":0.000200804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437061,"about_ca_topic_score_gemma":0.002539383,"domain_scores_codex":[0.9995846,0.0001094267,0.00006851462,0.00008123062,0.000113297,0.00004291908],"domain_scores_gemma":[0.9985073,0.0003609605,0.000622601,0.0000435488,0.0002380998,0.0002274162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008719775,0.00005028226,0.992668,0.00004447154,0.00005999066,0.0001931646,0.00002398548,0.00009887355,0.0005683692,0.00001402111,0.0001892285,0.005217624],"study_design_scores_gemma":[0.00001649666,0.0004546396,0.9973164,0.00002642607,0.00003585083,0.001197538,0.00005965251,0.0004173838,0.0002958636,0.00002638178,0.0001487215,0.000004597452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968647,0.0005871808,0.000194877,0.00003394149,0.00001431566,0.00002005002,0.0004843662,0.00001023874,0.001790232],"genre_scores_gemma":[0.9985853,0.0001076738,0.0004676609,0.00002733622,0.00001406919,0.00001718247,0.0004377617,0.000003252756,0.0003397065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00331992,"threshold_uncertainty_score":0.01110625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673342285448119,"score_gpt":0.2962093261691328,"score_spread":0.2694759033146515,"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."}}