{"id":"W4311565389","doi":"10.60692/c7493-9xk85","title":"Effect of metformin on blood lipids in patients with diabetes mellitus","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Metformin; Diabetes mellitus; Medicine; Blood lipids; Internal medicine; Endocrinology; Cholesterol","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":[0.000767099,0.0001582188,0.0004138357,0.0003988173,0.0003022144,0.0003546375,0.0001072254,0.0003171451,0.001149873],"category_scores_gemma":[0.002876792,0.0001239803,0.0003730097,0.000616274,0.0001168779,0.0002281214,0.0001730996,0.0005270211,0.0001207725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160821,"about_ca_system_score_gemma":0.000162772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000421644,"about_ca_topic_score_gemma":0.0009109366,"domain_scores_codex":[0.9994223,0.0002755435,0.00008363539,0.00004262318,0.0001260783,0.00004985018],"domain_scores_gemma":[0.9981902,0.0007264997,0.0006843623,0.00004953458,0.0001410956,0.0002082622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002326759,0.0004615422,0.9788957,0.000125863,0.0002781947,0.0002965219,0.00008589825,0.0000356488,0.0003912129,0.00002455636,0.0001847406,0.01689326],"study_design_scores_gemma":[0.000104901,0.001965395,0.9961862,0.00004527425,0.0002602671,0.0005628793,0.00009884034,0.00007864353,0.0001680819,0.00004009435,0.0004841928,0.000005393899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989772,0.008254693,0.00004445041,0.0002465068,0.00003934417,0.00001658798,0.0001082093,0.000002357739,0.001515838],"genre_scores_gemma":[0.9977881,0.001627329,0.0001185583,0.0001607417,0.00005940639,0.00001143686,0.00008064059,7.390354e-7,0.0001530301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001149873,"threshold_uncertainty_score":0.004056871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08539780255208808,"score_gpt":0.4657010427796087,"score_spread":0.3803032402275207,"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."}}