{"id":"W4232459746","doi":"10.14740/jnr412e","title":"Peripheral Neuropathies Associated With Diabetes Mellitus: A Review","year":2016,"lang":"en","type":"review","venue":"Journal of Neurology Research","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Peripheral neuropathy; Intensive care medicine; Clinical Practice; English language; Physical therapy; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005080645,0.0009935664,0.001703254,0.004592163,0.000378361,0.001133678,0.0007995097,0.0008867402,0.003680914],"category_scores_gemma":[0.001476936,0.0003651898,0.001011854,0.005180806,0.0003620606,0.001353158,0.0006195977,0.000855149,0.0005668795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005810407,"about_ca_system_score_gemma":0.001735629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973839,"about_ca_topic_score_gemma":0.003673631,"domain_scores_codex":[0.999703,0.00005156684,0.0001002752,0.00004712832,0.00007425094,0.00002376065],"domain_scores_gemma":[0.9992287,0.0004493487,0.0001795502,0.00001236499,0.0001001975,0.00002988976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001514412,0.00008375508,0.0009094881,0.2437541,0.0007168754,0.001493383,0.0002633861,0.0003848768,0.001041358,0.001455422,0.02749483,0.7222511],"study_design_scores_gemma":[0.00006202141,0.0003129965,0.007857686,0.1851689,0.0036101,0.02223322,0.0005552598,0.0001797102,0.0005732002,0.00265405,0.7767116,0.00008123488],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009615366,0.9995808,0.00001762846,0.00006204294,0.00005384265,0.000002923478,0.00001035601,0.000001372464,0.0001748623],"genre_scores_gemma":[0.0006167495,0.9991049,0.0000603788,0.00006717017,0.00006363531,0.000003081044,0.00001088255,3.497064e-7,0.00007281199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004592163,"threshold_uncertainty_score":0.0123139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248770832618563,"score_gpt":0.4307488969957255,"score_spread":0.3058718137338692,"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."}}