{"id":"W4291002611","doi":"10.1542/peds.2021-053924","title":"Retinopathy of Prematurity: A Global Perspective and Recent Developments","year":2022,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University","funders":"","keywords":"Retinopathy of prematurity; Medicine; Intensive care medicine; Blindness; Childhood blindness; Disease; Epidemiology; Pediatrics; Optometry; Pathology; Gestational age; Pregnancy","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":[0.0006584665,0.0006320155,0.001065935,0.00353694,0.0002634786,0.001256167,0.0005848311,0.000841926,0.00358932],"category_scores_gemma":[0.001506413,0.0002291936,0.0006317096,0.004003847,0.0003504722,0.001482055,0.0005975939,0.001387408,0.0009486507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007448008,"about_ca_system_score_gemma":0.001729061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002372839,"about_ca_topic_score_gemma":0.003120529,"domain_scores_codex":[0.9997553,0.00005013267,0.00005153125,0.00004538778,0.0000723117,0.0000253139],"domain_scores_gemma":[0.9992322,0.0004227161,0.0001043759,0.00001288485,0.0001829969,0.00004494478],"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":[0.0001114296,0.00004760742,0.0005558152,0.04598382,0.0001718811,0.0003330233,0.0002294824,0.0003191218,0.0007299465,0.005496219,0.05211443,0.8939071],"study_design_scores_gemma":[0.00001192339,0.00009533677,0.001806933,0.01565004,0.0002912926,0.001817031,0.0001863478,0.00007354377,0.0001576424,0.001669116,0.9782184,0.00002247502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007085534,0.9990044,0.00002432046,0.000342856,0.0001586557,0.000001542292,0.00001544801,0.000003259134,0.0003787277],"genre_scores_gemma":[0.0004155675,0.9990456,0.00006112881,0.0001713161,0.0001682971,0.000001910134,0.00001991611,6.868944e-7,0.0001156659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00358932,"threshold_uncertainty_score":0.01200753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07793737988520975,"score_gpt":0.3761614820863257,"score_spread":0.2982241022011159,"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."}}