{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001041071,0.00008734773,0.0002847107,0.00005339739,0.00005330804,0.000008448712,0.00003970614,0.0002037726,0.0001811411],"category_scores_gemma":[0.0002299396,0.00007839328,0.00007001771,0.0004204139,0.00009210328,0.00006745334,0.00004535287,0.0001004178,0.0000520972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202885,"about_ca_system_score_gemma":0.0001577855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003803365,"about_ca_topic_score_gemma":0.00005884029,"domain_scores_codex":[0.9991906,0.0001007663,0.0001698648,0.0002370632,0.0001747169,0.0001270333],"domain_scores_gemma":[0.9995061,0.00009725537,0.0000775978,0.0000615046,0.0001043983,0.0001531802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006209526,0.0002270016,0.9686761,0.00001779679,0.001327474,0.0001544569,0.0001741503,0.00001067374,0.0002845605,0.0005871649,0.01609944,0.01182017],"study_design_scores_gemma":[0.003920694,0.001287445,0.9656944,0.000003114817,0.0009362125,0.00007865395,0.00005902077,0.001572679,0.000136286,0.0003164206,0.02592483,0.0000702438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485743,0.0002027759,0.000998358,0.03467334,0.00005995864,0.000215355,0.0001566223,0.00004410898,0.01507518],"genre_scores_gemma":[0.9919922,0.00002108983,0.00210981,0.00521761,0.0001076241,0.00001741482,0.0002646924,0.000004687025,0.0002649011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04341788,"threshold_uncertainty_score":0.3196785,"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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