{"id":"W3008735477","doi":"10.1001/jamaoncol.2019.6716","title":"Global Retinoblastoma Presentation and Analysis by National Income Level","year":2020,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":369,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children","funders":"Cliniques Universitaires Saint-Luc; Emory Eye Center; NIH Clinical Center; National Cancer Institute; Faculty of Medicine and Health, University of Sydney; School of Medicine, Shanghai Jiao Tong University; College of Medicine, University of Cincinnati; Université de Paris; Servicio Andaluz de Salud; Universitas Andalas; Centre hospitalier universitaire Sainte-Justine; Masarykova Univerzita; Dali University; Universitas Airlangga; University of Cape Town; Hospital for Sick Children; Addis Ababa University; Anna University; Université Mohammed V de Rabat; Aarhus Universitet; University of Ghana; Prince of Songkla University; Jimma University; Hospital Infantil de México Federico Gómez; Università degli Studi di Padova; Universitas Udayana; Shanghai Jiao Tong University; Hacettepe Üniversitesi; Tel Aviv University; Seoul National University Hospital; Faculdade de Medicina da Universidade de São Paulo; Mahidol University; Hebrew University of Jerusalem; Universitätsklinikum Hamburg-Eppendorf; Universiteit Stellenbosch; Universidade de São Paulo; Chulalongkorn University; Centre Hospitalier Universitaire Vaudois; Northwestern University; Seoul National University; Helsingin Yliopisto; Semmelweis Egyetem; University of Cincinnati; Amsterdam University Medical Centers; Universitätsklinikum Essen; Birmingham Women's and Children's NHS Foundation Trust; Leonard M. Miller School of Medicine; Indus Hospital; University of Southern California; Children's Hospital Colorado; Cleveland Clinic; Hadassah Medical Organization; Guangxi Medical University; Iran University of Medical Sciences; Tehran University of Medical Sciences and Health Services; Universidade de Coimbra; University of Miami; University of South Carolina; University of Louisville; Johns Hopkins University; Feinberg School of Medicine; Ankara Universitesi; Ege Üniversitesi; Università degli Studi di Siena; Chang Gung Medical Foundation; Children's Hospital Los Angeles; St. Jude Children's Research Hospital; Aarhus Universitetshospital; Universidad de Chile; Emory University; Inyuvesi Yakwazulu-Natali; University of Otago; Consejo Nacional de Investigaciones Científicas y Técnicas; Uniwersytet Jagielloński Collegium Medicum","keywords":"Medicine; Retinoblastoma; Interquartile range; Pediatrics; Cohort; Strabismus; Referral; Surgery; Internal medicine; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007164518,0.0002578564,0.0003511483,0.001747506,0.0002644059,0.0005235456,0.0003055286,0.0001941504,0.002666111],"category_scores_gemma":[0.002420383,0.0001615048,0.0006706754,0.002206285,0.0003105554,0.0005736923,0.0009394147,0.0003791563,0.0004016049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863072,"about_ca_system_score_gemma":0.0003246905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005517782,"about_ca_topic_score_gemma":0.004938815,"domain_scores_codex":[0.9995994,0.00009268086,0.00005757343,0.00008951859,0.00006653059,0.00009431542],"domain_scores_gemma":[0.9985084,0.0001738407,0.0008432546,0.00009367923,0.000153268,0.0002274948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000359894,0.000004156372,0.9990815,0.000007199541,0.00003367489,0.00003096751,0.00002603018,0.00004203119,0.00003110313,0.00001147004,0.0001647364,0.0005311407],"study_design_scores_gemma":[0.000003738667,0.00002590745,0.9991125,0.00001007274,0.00002104897,0.0002349521,0.0002034228,0.000142607,0.00002103549,0.00002713395,0.0001946982,0.000002780976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952503,0.0004988869,0.0001038125,0.0001098721,0.000007589562,0.00001963327,0.002817574,0.00001793201,0.001174349],"genre_scores_gemma":[0.9977477,0.0001942671,0.00006783949,0.00003042862,0.000006843271,0.00002125093,0.001808558,0.000006908318,0.000116097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005517782,"threshold_uncertainty_score":0.01097131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398779889015197,"score_gpt":0.3545768754051521,"score_spread":0.3205890765150001,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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