{"id":"W2008600729","doi":"10.1002/dmrr.1225","title":"Painful diabetic peripheral neuropathy: consensus recommendations on diagnosis, assessment and management","year":2011,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":407,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Peripheral neuropathy; Medicine; Peripheral; Intensive care medicine; Diabetes mellitus; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.002032944,0.0002649442,0.0006128891,0.0002710222,0.0003304349,0.00006501478,0.0001027747,0.00007046606,0.0003531403],"category_scores_gemma":[0.0001531184,0.0001858046,0.00009157603,0.0003113525,0.0002029277,0.00005543491,0.0001536661,0.0003900929,0.00008015949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004877845,"about_ca_system_score_gemma":0.00003152633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001561789,"about_ca_topic_score_gemma":0.000002699754,"domain_scores_codex":[0.9972404,0.0007761514,0.0004010749,0.0005463738,0.00038265,0.0006532976],"domain_scores_gemma":[0.9986305,0.0002216209,0.00008326823,0.0004830836,0.0001115356,0.0004699625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009717207,0.002555561,0.1881948,0.001503153,0.0004641995,0.0002951447,0.0005642637,7.310123e-8,0.00107565,0.0248751,0.01882427,0.7615506],"study_design_scores_gemma":[0.003977228,0.002015843,0.6661543,0.001334347,0.0003960956,0.00001306865,0.0002395347,0.0001589346,0.001992594,0.003865245,0.3193892,0.0004635883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403625,0.03943588,0.00002679459,0.002758446,0.0002710678,0.003530667,0.00003723094,0.0000542325,0.01352314],"genre_scores_gemma":[0.7509505,0.2289316,0.01266881,0.002377709,0.0001906588,0.002478378,0.00008540142,0.0000682895,0.002248621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7610871,"threshold_uncertainty_score":0.7576891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469503235266731,"score_gpt":0.3962408944377531,"score_spread":0.24929057091108,"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."}}