{"id":"W2150721030","doi":"10.1007/s11892-002-0119-x","title":"Diagnosis and management of diabetic neuropathy","year":2002,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Glycemic; Diabetes mellitus; Physical examination; Foot (prosody); Amputation; Type 2 diabetes; Polyneuropathy; Diabetic foot; Complication; Intensive care medicine; Diabetes management; Physical therapy; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003577186,0.0006865218,0.00263714,0.000464113,0.0000494507,0.0000495614,0.0001539508,0.0001494659,0.0002671549],"category_scores_gemma":[0.00004040786,0.0005665302,0.0006466518,0.0004968822,0.0001617823,0.00007314791,0.0004507853,0.0003441464,0.00003100258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008784197,"about_ca_system_score_gemma":0.00004460505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.122534e-7,"about_ca_topic_score_gemma":7.985709e-8,"domain_scores_codex":[0.9962758,0.00009180336,0.001486467,0.0009356771,0.0006306576,0.000579625],"domain_scores_gemma":[0.9974734,0.0001021481,0.000973529,0.001085847,0.00007776536,0.000287291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.76524e-7,0.0004823684,0.003810442,0.1552509,0.0006141416,0.0003517274,0.00000925122,4.651585e-8,5.616585e-8,0.00005691159,0.004467598,0.834956],"study_design_scores_gemma":[0.0002351536,0.0001554345,0.001249357,0.05215832,0.008401784,0.00002531656,0.000004473095,0.000005287797,0.000003352059,0.00005021486,0.9372897,0.0004216249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008675668,0.9902592,0.0000025223,0.00002749783,0.001486528,0.002844835,0.00001651177,0.0000933732,0.004401911],"genre_scores_gemma":[0.0003923102,0.9971945,0.0001617409,0.00002048248,0.0001285644,0.001188324,0.000186552,0.0001073069,0.0006201933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9328221,"threshold_uncertainty_score":0.9996786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06232594041593505,"score_gpt":0.3461379108060705,"score_spread":0.2838119703901354,"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."}}