{"id":"W2239594936","doi":"10.1242/dmm.020248","title":"A mitochondrial therapeutic reverses diabetic visual decline","year":2015,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Diabetic retinopathy; Diabetes mellitus; Medicine; Retinopathy; Internal medicine; Ophthalmology; Endocrinology; Glycemic","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001465588,0.000236349,0.0001991928,0.00005895487,0.00007762661,0.00003690995,0.0002118139,0.0001709087,0.00009193571],"category_scores_gemma":[0.0001075869,0.000221435,0.0001626725,0.00009115599,0.00005251488,0.00001006384,0.0001597524,0.00009235558,0.0001069906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001856865,"about_ca_system_score_gemma":0.0002292286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009651418,"about_ca_topic_score_gemma":0.00001177178,"domain_scores_codex":[0.9984552,0.0001636295,0.0002336492,0.0005279171,0.0002822989,0.0003372739],"domain_scores_gemma":[0.9988114,0.00001076489,0.00007214954,0.000428173,0.0001505041,0.0005269907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002684004,0.0004709129,0.00008940476,0.00002652646,0.0001154658,0.00005837393,0.0001458369,0.002709289,0.9627779,0.01969803,0.008817912,0.002406386],"study_design_scores_gemma":[0.01440262,0.004059435,0.0001714712,0.00007874316,0.0008042111,0.00008099618,0.0006184845,0.0573282,0.2985145,0.517705,0.1034686,0.002767735],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2065578,0.001352356,0.7864746,0.0005185687,0.003277516,0.0005866236,0.00008410725,0.00009441654,0.001053976],"genre_scores_gemma":[0.9878567,0.00006360074,0.004934058,0.00348646,0.001061804,0.0001226322,0.0004426648,0.00005797519,0.001974138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7815406,"threshold_uncertainty_score":0.9029856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208184902907162,"score_gpt":0.2771050932363389,"score_spread":0.2450232442072672,"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."}}