{"id":"W2167959148","doi":"10.2337/diacare.25.11.2048","title":"Validation of the Toronto Clinical Scoring System for Diabetic Polyneuropathy","year":2002,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":457,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Diabetes mellitus; Polyneuropathy; Scoring system; Intensive care medicine; Internal medicine; Physical therapy; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01132929,0.0004658137,0.0005021421,0.0008354337,0.0002601145,0.0005860453,0.0005644689,0.0004353833,0.00131278],"category_scores_gemma":[0.02805244,0.0001250985,0.0005730803,0.0007127479,0.0004447541,0.0004187432,0.0004914817,0.0003270363,0.0003600027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004082252,"about_ca_system_score_gemma":0.0009059436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030274,"about_ca_topic_score_gemma":0.004659511,"domain_scores_codex":[0.9946494,0.002770737,0.0006334484,0.0004241687,0.00137658,0.0001457219],"domain_scores_gemma":[0.9843965,0.005805236,0.003901657,0.001079761,0.004248716,0.0005682112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002641613,0.0001651961,0.9656659,0.0001295153,0.0002720012,0.00004218955,0.000115209,0.0007605603,0.001645899,0.0001122392,0.0007985317,0.02765111],"study_design_scores_gemma":[0.0004343526,0.003236354,0.9871312,0.0001056765,0.0002116284,0.0004651205,0.0001224023,0.006072911,0.0006625135,0.0001507264,0.001383826,0.00002327683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889652,0.001276757,0.005402465,0.0001012979,0.00008910184,0.0006101006,0.00121156,0.0000367801,0.002306749],"genre_scores_gemma":[0.9936086,0.0002549595,0.004242217,0.00006851914,0.00004330697,0.0002614995,0.001273683,0.000007130596,0.0002400762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132929,"threshold_uncertainty_score":0.05991572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073747329751377,"score_gpt":0.2832924824212123,"score_spread":0.2525550091236985,"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."}}