{"id":"W3002569000","doi":"10.1159/000503972","title":"Association between Aldose Reductase Gene C(-106)T Polymorphism and Diabetic Retinopathy: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Ophthalmic Research","topic":"Aldose Reductase and Taurine","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Aldose reductase; Cochrane Library; Diabetic retinopathy; Internal medicine; Medicine; Diabetes mellitus; Genetic model; Gastroenterology; Endocrinology; Genetics; Gene; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00948798,0.002786987,0.01922811,0.006987733,0.0007550252,0.003090474,0.002149137,0.002196944,0.003172782],"category_scores_gemma":[0.01822376,0.00150786,0.0343389,0.008767597,0.0005938137,0.001515618,0.001378882,0.00168455,0.0002693446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235894,"about_ca_system_score_gemma":0.003880322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007678446,"about_ca_topic_score_gemma":0.01628637,"domain_scores_codex":[0.9941157,0.002273565,0.001904088,0.0006833238,0.0007579273,0.0002653383],"domain_scores_gemma":[0.9901941,0.006936392,0.001471447,0.0002848541,0.0009575863,0.0001555089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001644933,0.0000378847,0.006083926,0.43537,0.5407732,0.0002258024,0.0001071285,0.0006566619,0.000329456,0.0001438578,0.0008320358,0.01379528],"study_design_scores_gemma":[0.0003081014,0.0001168823,0.003223669,0.01765636,0.9769332,0.0001110023,0.0000348127,0.0001577133,0.00009385437,0.0001343746,0.0012098,0.00002017927],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004171104,0.9943709,0.0004120457,0.0001898844,0.0001032095,0.0001875636,0.0003707139,0.00001943469,0.0001752199],"genre_scores_gemma":[0.09892581,0.8962842,0.001783516,0.0007899928,0.0002725303,0.0008513987,0.0007631485,0.00002147679,0.0003078449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01922811,"threshold_uncertainty_score":0.05017787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360461878426251,"score_gpt":0.4123285337936094,"score_spread":0.2762823459509843,"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."}}