{"id":"W2078485696","doi":"10.1159/000330174","title":"Understanding Retinopathy of Prematurity: Update on Pathogenesis","year":2011,"lang":"en","type":"review","venue":"Neonatology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; Université de Montréal; Hôpital Maisonneuve-Rosemont; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; Canadian Child Health Clinician Scientist Program; Canadian Stroke Network; Canada Research Chairs; Heart and Stroke Foundation of Canada","keywords":"Retinopathy of prematurity; Cryotherapy; Medicine; Neovascularization; Macular degeneration; Drusen; Retina; Diabetic retinopathy; Angiogenesis; Retinal; Disease; Retinopathy; Bioinformatics; Ophthalmology; Neuroscience; Pathology; Surgery; Internal medicine; Biology; Endocrinology; Pregnancy; Gestational age; Diabetes mellitus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000543466,0.0006930445,0.00464978,0.000615579,0.0001021724,0.000006919883,0.0003616104,0.001051598,0.0001665695],"category_scores_gemma":[0.0004611752,0.0005432502,0.0008946935,0.0003410601,0.0004042719,0.00003155574,0.0002660439,0.0008981178,0.0002200001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002638163,"about_ca_system_score_gemma":0.0002857757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007741337,"about_ca_topic_score_gemma":0.000006151172,"domain_scores_codex":[0.9966604,0.0004247592,0.001133003,0.000814127,0.0003585026,0.0006092348],"domain_scores_gemma":[0.99733,0.0004484293,0.0009135375,0.001019964,0.0001257846,0.0001622713],"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":[0.0004265666,0.00051008,0.000252899,0.1201688,0.001736445,0.001287394,0.0006692606,4.656813e-8,0.00000392523,0.04805448,0.005062242,0.8218279],"study_design_scores_gemma":[0.000516686,0.0005321656,0.0000573439,0.01968828,0.003186099,0.001693287,0.00007513544,6.197635e-7,0.00002603045,0.001820922,0.9719507,0.0004527592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004432203,0.9857202,0.00005959376,0.0001399249,0.0007203958,0.00124589,0.00007105658,0.0001185728,0.01188007],"genre_scores_gemma":[0.0005265716,0.9978758,0.0008367238,0.0001339703,0.0001289004,0.00008121117,0.00008042013,0.0001129021,0.000223476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9668884,"threshold_uncertainty_score":0.9997019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2640132508539663,"score_gpt":0.3574216777288994,"score_spread":0.09340842687493311,"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."}}