{"id":"W4416684577","doi":"10.1016/j.jcjd.2025.10.102","title":"Accuracy of One Versus Three Physical Examination Tests for Predicting Future Diabetic Peripheral Neuropathy Onset","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Peripheral neuropathy; Physical examination; Diabetes mellitus; Incidence (geometry); Peripheral; Diabetic neuropathy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006641374,0.001154315,0.001173752,0.001715549,0.0005943615,0.001877389,0.001332497,0.002515606,0.002389254],"category_scores_gemma":[0.02659727,0.0004242365,0.001761075,0.0007355252,0.0006062918,0.001815808,0.0009213199,0.001351807,0.0007435363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649815,"about_ca_system_score_gemma":0.0009589627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01431938,"about_ca_topic_score_gemma":0.02078133,"domain_scores_codex":[0.9968027,0.001031162,0.0004104208,0.0005765002,0.0006220362,0.0005571145],"domain_scores_gemma":[0.97749,0.01504713,0.002308842,0.001372484,0.002472066,0.001309444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001239775,0.000130044,0.9885796,0.00004311154,0.0002074852,0.00008420038,0.00004903428,0.0005616799,0.0001872282,0.0000384479,0.0002662145,0.008613247],"study_design_scores_gemma":[0.000131227,0.001348393,0.9731366,0.0001720568,0.001103919,0.0008928669,0.0003498338,0.02121755,0.0004875637,0.0003731071,0.0007263562,0.00006052734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892658,0.002923408,0.001336318,0.0006167886,0.0003225342,0.00003436023,0.0009093682,0.00006789501,0.004523372],"genre_scores_gemma":[0.9976254,0.0004215123,0.0007862368,0.00009974987,0.0001102885,0.000006555755,0.000529361,0.000008006193,0.0004129012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01431938,"threshold_uncertainty_score":0.03512335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196975301881109,"score_gpt":0.2709626000602408,"score_spread":0.2512650698721299,"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."}}