{"id":"W2022012488","doi":"10.3389/fphar.2011.00069","title":"Diabetes and Alpha Lipoic Acid","year":2011,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Biochemical Acid Research Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alpha-Lipoic Acid; Diabetes mellitus; Alpha (finance); Medicine; Pharmacology; Lipoic acid; Chemistry; Biochemistry; Endocrinology; Oxidative stress; Antioxidant; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002356594,0.0003419837,0.0003030555,0.000483509,0.0002233599,0.0006918095,0.0001694368,0.0005702535,0.003973053],"category_scores_gemma":[0.0003698096,0.00007999275,0.0002366127,0.0007261685,0.0002626492,0.0004012823,0.0004126053,0.0007879914,0.0008359051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676654,"about_ca_system_score_gemma":0.0003249231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009634721,"about_ca_topic_score_gemma":0.0007317481,"domain_scores_codex":[0.9998853,0.00003404606,0.00001306561,0.00002277297,0.0000262587,0.00001849974],"domain_scores_gemma":[0.9998034,0.00005339693,0.00007148133,0.000008124222,0.0000297594,0.00003380309],"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":[0.005745779,0.0007769503,0.01860945,0.008804286,0.0006037006,0.006811491,0.0005919329,0.0005042971,0.06259027,0.03003883,0.02609181,0.8388312],"study_design_scores_gemma":[0.000242788,0.001605645,0.06016044,0.002188513,0.000616303,0.01686382,0.000591525,0.0002357313,0.01919546,0.01773996,0.8804966,0.00006329724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02126749,0.9641775,0.0006371842,0.003489081,0.0008811307,0.00001128566,0.0001467626,0.0000195765,0.009370021],"genre_scores_gemma":[0.1406822,0.8435314,0.000842356,0.002201503,0.001273759,0.0000244735,0.0002378741,0.000006976622,0.01119943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003973053,"threshold_uncertainty_score":0.01329124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304863458162604,"score_gpt":0.258739621993841,"score_spread":0.245690987412215,"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."}}