{"id":"W4224054238","doi":"10.21203/rs.3.rs-1491947/v1","title":"Is metformin the only culprit for cognitive impairment in diabetes?","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kasturba Medical College, Manipal","keywords":"Metformin; Montreal Cognitive Assessment; Medicine; Type 2 diabetes; Culprit; Cognition; Internal medicine; Diabetes mellitus; Regimen; Cognitive impairment; Medical prescription; Psychiatry; Endocrinology; Pharmacology; Myocardial infarction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001296891,0.000271702,0.0003302676,0.0002833273,0.0005863587,0.0001747522,0.000897228,0.000148342,0.0009413211],"category_scores_gemma":[0.001764242,0.0001788434,0.000284073,0.0006001992,0.0002760441,0.00006277385,0.002465144,0.001741987,0.00007493449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290841,"about_ca_system_score_gemma":0.0002952495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173691,"about_ca_topic_score_gemma":0.00004109793,"domain_scores_codex":[0.9952869,0.001101498,0.0002962244,0.001097758,0.001215795,0.001001759],"domain_scores_gemma":[0.9958712,0.003244887,0.00009110137,0.0005532555,0.0001153725,0.0001242096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008101835,0.03757288,0.5558156,0.008540786,0.0008052408,0.004405724,0.02017611,0.0009075592,0.005825285,0.03383568,0.06613387,0.2578794],"study_design_scores_gemma":[0.01625045,0.01887949,0.2709273,0.001461056,0.0001997384,0.00001884362,0.007086199,0.009463032,0.05196033,0.5357567,0.0852491,0.002747713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832156,0.0005390475,0.00001061855,0.004837936,0.0001779789,0.006349499,0.001589043,0.00004822596,0.003232078],"genre_scores_gemma":[0.9910533,0.0005686941,0.00001640677,0.001495051,0.00004165311,0.005506207,0.00006798701,0.00003896878,0.001211725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5019211,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1534737925600701,"score_gpt":0.4396299008663072,"score_spread":0.2861561083062371,"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."}}