{"id":"W4402602036","doi":"10.1007/s10456-024-09948-2","title":"Timed topical dexamethasone eye drops improve mitochondrial function to prevent severe retinopathy of prematurity","year":2024,"lang":"en","type":"article","venue":"Angiogenesis","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Eye Institute; National Institutes of Health; Vetenskapsrådet; Svenska Forskningsrådet Formas; Ögonfonden; Kowa Company; Massachusetts Lions Eye Research Fund; National Heart, Lung, and Blood Institute; Intellectual and Developmental Disabilities Research Center; Boston Children's Hospital","keywords":"Retinopathy of prematurity; Neovascularization; Dexamethasone; Medicine; Angiogenesis; Ophthalmology; Choroidal neovascularization; Diabetic retinopathy; Retina; Retinopathy; Retinal; Endocrinology; Internal medicine; Biology; Gestational age; Pregnancy; Neuroscience","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":[0.0001307886,0.0002335479,0.0003132185,0.0001852961,0.0001098793,0.0001384551,0.0001782222,0.000187709,0.0006356291],"category_scores_gemma":[0.0002541138,0.0000462446,0.0001467822,0.00008029792,0.000132695,0.0001170012,0.00009478392,0.0004473766,0.00006113191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138916,"about_ca_system_score_gemma":0.0002139757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007073403,"about_ca_topic_score_gemma":0.001694561,"domain_scores_codex":[0.9999108,0.00002114022,0.000008741922,0.00001460432,0.00002053695,0.00002419451],"domain_scores_gemma":[0.9998951,0.00002064273,0.00003055079,0.00001143526,0.00001169193,0.00003062161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005636582,0.001382247,0.002725422,0.0002035747,0.00005542843,0.0002966897,0.00009822988,0.000174188,0.9432256,0.0002180094,0.0002885149,0.04569554],"study_design_scores_gemma":[0.0008122264,0.06459862,0.05323957,0.00005792401,0.0001747632,0.001058048,0.0002298739,0.0007882239,0.8733207,0.0002307446,0.005473112,0.00001613093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949875,0.003550648,0.0006495717,0.000115688,0.00004572096,0.00004635225,0.00006537313,0.00003437174,0.0005048584],"genre_scores_gemma":[0.9972751,0.001502161,0.0006379008,0.00004459919,0.00001755497,0.00002483642,0.0000622836,0.000004065896,0.0004313866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007073403,"threshold_uncertainty_score":0.002126396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106506446522447,"score_gpt":0.2719103884347609,"score_spread":0.2608453239695364,"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."}}