{"id":"W4210252056","doi":"10.7860/jcdr/2021/51604.15663","title":"A Cross-sectional Study on Prevalence of Vitamin B12 Deficiency and Peripheral Neuropathy between Metformin Users and Non Users in Participants with Type 2 Diabetes Mellitus","year":2021,"lang":"en","type":"article","venue":"JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metformin; Medicine; Peripheral neuropathy; Diabetes mellitus; Internal medicine; Vitamin B12; Type 2 Diabetes Mellitus; Type 2 diabetes; Cross-sectional study; Endocrinology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003091431,0.0001015185,0.0003579026,0.00006911454,0.00005823756,0.00005439869,0.0001091342,0.00009401293,0.00001323217],"category_scores_gemma":[0.005997309,0.00007220111,0.00004421273,0.0001621285,0.000413996,0.00001840461,0.0001083116,0.000347356,3.408055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005596565,"about_ca_system_score_gemma":0.0002270182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001058693,"about_ca_topic_score_gemma":0.00001930272,"domain_scores_codex":[0.9978684,0.0004746242,0.0006438582,0.000300153,0.0004305795,0.000282424],"domain_scores_gemma":[0.9974921,0.00161203,0.0001524182,0.0001484582,0.0003967122,0.0001983008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003397557,0.0003510392,0.9828032,0.00008735136,0.00004240743,0.00003477777,0.00009510841,0.00001898181,0.0007659758,0.000002840857,0.00001567641,0.01544286],"study_design_scores_gemma":[0.001811183,0.004538481,0.9898799,0.00008654901,0.00003895887,0.000005621229,0.0001897001,0.00002078466,0.003092279,0.00004896157,0.0002089129,0.00007867226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679178,0.03177888,0.000005263091,0.00001836315,0.0001065078,0.0001431207,0.00001105708,6.206066e-7,0.00001836929],"genre_scores_gemma":[0.953668,0.04602622,0.00006274534,0.00003542037,0.0001602977,0.000006420969,0.00000149692,0.000008415755,0.0000309897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536419,"threshold_uncertainty_score":0.7179773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112970200369239,"score_gpt":0.4412815939258433,"score_spread":0.3299845738889194,"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."}}