{"id":"W4391310743","doi":"10.1016/j.jcjd.2024.01.007","title":"Ranking Alpha Lipoic Acid and Gamma Linolenic Acid in Terms of Efficacy and Safety in the Management of Adults With Diabetic Peripheral Neuropathy: A Systematic Review and Network Meta-analysis","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Biochemical Acid Research Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Peripheral neuropathy; Alpha-Lipoic Acid; gamma-Linolenic acid; alpha-Linolenic acid; Peripheral; Diabetes mellitus; Alpha (finance); Lipoic acid; Internal medicine; Surgery; Biochemistry; Endocrinology; Fatty acid; Polyunsaturated fatty acid; Patient satisfaction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231303,0.0003304968,0.003120942,0.0002673113,0.00003486961,0.00004035571,0.0003337779,0.0001143864,0.000003406562],"category_scores_gemma":[0.0001317424,0.0001746596,0.0004650313,0.0006561394,0.0002594438,0.00000652552,0.0001083766,0.0003478812,9.541768e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000265643,"about_ca_system_score_gemma":0.0001093736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001765046,"about_ca_topic_score_gemma":0.0005679406,"domain_scores_codex":[0.9976106,0.0005047934,0.001031258,0.0003151971,0.0001972532,0.0003409584],"domain_scores_gemma":[0.9988268,0.00009429869,0.0005330483,0.0003092239,0.0000705153,0.0001661088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001513392,0.00002874656,0.0008190692,0.9268762,0.0589498,0.00008143204,0.0001990207,0.000004521388,0.00003831975,0.00001136371,0.0000328999,0.01294352],"study_design_scores_gemma":[0.001412521,0.001282354,0.001659976,0.4105887,0.5815127,0.00008771171,0.0001751477,0.00001935521,0.0001161927,0.0000442114,0.00229937,0.0008018106],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01033478,0.9884957,0.000001834399,0.0001178659,0.00001355823,0.0009787035,0.00004377833,6.234379e-7,0.00001311659],"genre_scores_gemma":[0.1745667,0.8251929,0.00006819946,0.00005714439,0.00002236644,0.00005633503,0.00001227332,0.00001860737,0.000005442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5225629,"threshold_uncertainty_score":0.7122411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280617670229296,"score_gpt":0.2760248227702286,"score_spread":0.2532186460679356,"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."}}