{"id":"W2957762509","doi":"10.3390/jcm8071033","title":"Diabetic Retinopathy, lncRNAs, and Inflammation: A Dynamic, Interconnected Network","year":2019,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"Heart and Stroke Foundation of Canada; Diabetes Canada","keywords":"Medicine; Epigenetics; Inflammation; Diabetic retinopathy; Diabetes mellitus; Bioinformatics; Blindness; Population; Gene; Immunology; Genetics; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003364539,0.0003534326,0.002527407,0.0001629377,0.00003652613,0.00002100985,0.000478642,0.0008793944,0.00009339902],"category_scores_gemma":[0.004766902,0.0002427362,0.0005969321,0.0002313141,0.0002481059,0.000005158512,0.0002725277,0.00147769,0.00001567813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004248416,"about_ca_system_score_gemma":0.0006554478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001593084,"about_ca_topic_score_gemma":0.00000558762,"domain_scores_codex":[0.9952546,0.0008488548,0.00266623,0.0004133622,0.0004827104,0.0003342443],"domain_scores_gemma":[0.9962171,0.0005340257,0.001957889,0.0005205321,0.000428506,0.0003419158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001544837,0.00002649004,0.000005359344,0.003026544,0.0006093451,0.00008325578,0.000008524666,0.000005671724,0.000190187,0.00002345789,0.004005163,0.9918615],"study_design_scores_gemma":[0.001503952,0.002960153,0.00001692867,0.01719721,0.00103952,0.0005455573,0.000009716279,0.00004591897,0.00001866376,0.000103854,0.9763277,0.0002308852],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002137269,0.9939635,0.002152582,0.0004684389,0.0023423,0.000492812,0.000005733811,0.000004764675,0.0003561589],"genre_scores_gemma":[0.0002918384,0.9935023,0.0003615528,0.0001605091,0.005057961,0.000008788435,0.00006987993,0.00006574562,0.0004814004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9916306,"threshold_uncertainty_score":0.9898494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06491116702036734,"score_gpt":0.4443533887266607,"score_spread":0.3794422217062934,"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."}}