{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876376,0.0002623158,0.0005791129,0.0002029994,0.00006712092,0.00003070626,0.0001335909,0.0002178211,0.0001604378],"category_scores_gemma":[0.0004488576,0.0002280456,0.0004399814,0.0004347675,0.00007410288,0.00008964367,0.00015956,0.0001792948,0.0001529174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097467,"about_ca_system_score_gemma":0.0001037468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007161976,"about_ca_topic_score_gemma":0.00001711222,"domain_scores_codex":[0.9979514,0.0001070442,0.00047536,0.0005926018,0.0005241454,0.0003493713],"domain_scores_gemma":[0.9988468,0.000165945,0.00007549203,0.0005231919,0.0001836048,0.0002049557],"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":[0.002775474,0.001034584,0.01047792,0.003433415,0.00169772,0.000265031,0.003778844,0.000009817804,0.8955692,0.0005180035,0.02735333,0.05308668],"study_design_scores_gemma":[0.00248617,0.005266002,0.2537221,0.002508347,0.003997026,0.0002466397,0.0006875504,0.0004060042,0.6935226,0.002193745,0.03370202,0.001261772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866064,0.005063781,0.0007884955,0.002862621,0.001979684,0.001313329,0.00005039595,0.0002459851,0.001089283],"genre_scores_gemma":[0.989235,0.00009208542,0.005739225,0.0002253684,0.001103819,0.0001147902,0.0000232692,0.00005021671,0.003416174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2432442,"threshold_uncertainty_score":0.9299431,"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."}}