{"id":"W2502457878","doi":"10.1152/ajpheart.00005.2016","title":"Neurovascular cross talk in diabetic retinopathy: Pathophysiological roles and therapeutic implications","year":2016,"lang":"en","type":"review","venue":"American Journal of Physiology-Heart and Circulatory Physiology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Eye Institute; National Institutes of Health; European Commission; National Institute of General Medical Sciences; Lowy Medical Research Institute","keywords":"Neurodegeneration; Diabetic retinopathy; Neuroscience; Medicine; Neurovascular bundle; Ischemia; Retinal; Diabetes mellitus; Pathology; Disease; Internal medicine; Ophthalmology; Biology; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002098835,0.0005522028,0.00324462,0.0002689955,0.000108444,0.00001509002,0.0001914056,0.0002617679,0.00003273255],"category_scores_gemma":[0.00006744287,0.0003375922,0.0008016512,0.0002607721,0.001492846,0.00006354234,0.0001180439,0.0005994082,0.00001458215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007295395,"about_ca_system_score_gemma":0.0002476147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006346261,"about_ca_topic_score_gemma":2.788123e-7,"domain_scores_codex":[0.9969566,0.0007120654,0.0009289008,0.0007500515,0.0001492378,0.0005031659],"domain_scores_gemma":[0.9977651,0.000377949,0.0008582492,0.0005338829,0.0001359701,0.0003289086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004303964,0.0008224155,0.006219005,0.003286999,0.001221401,0.00003139066,0.00006810711,0.000002690329,0.5379584,0.0002029668,0.00002280005,0.4497334],"study_design_scores_gemma":[0.00095616,0.0018741,0.9666734,0.002080641,0.0009034459,0.0009132046,0.00002573772,0.000002583079,0.00000538291,0.001822148,0.02441324,0.000329902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5087658,0.4908164,2.018265e-7,0.00005514885,0.00006820275,0.0002593405,0.00001945399,0.000009431793,0.000005946047],"genre_scores_gemma":[0.462482,0.5369685,0.00001937308,0.0002550723,0.0001838383,0.00003463524,0.00001677862,0.00003485252,0.000004986507],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9604545,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188260345026344,"score_gpt":0.316055585910585,"score_spread":0.2941729824603216,"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."}}