{"id":"W4408307938","doi":"10.1002/ped4.12472","title":"Retinoma: An overview","year":2025,"lang":"en","type":"review","venue":"Pediatric Investigation","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Centre for Global Health Research; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Retinoblastoma; Malignant transformation; Carcinogenesis; Cancer research; Epigenetics; Biology; Retinal; Senescence; Microsatellite instability; Downregulation and upregulation; Pathology; Cancer; Gene; Bioinformatics; Medicine; Genetics; Ophthalmology","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":[0.0002438152,0.0006874887,0.0007928122,0.003823539,0.000301276,0.0008152056,0.0004427054,0.0006593054,0.005031218],"category_scores_gemma":[0.0005611583,0.0002297357,0.0005514267,0.002054854,0.000274767,0.00102508,0.0004438434,0.0012364,0.001817066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000517556,"about_ca_system_score_gemma":0.0009496689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497546,"about_ca_topic_score_gemma":0.00218092,"domain_scores_codex":[0.9998678,0.00001927853,0.00002638432,0.0000288864,0.00004169019,0.00001594158],"domain_scores_gemma":[0.9997893,0.0001110243,0.00003083539,0.000006408613,0.00004364179,0.00001884282],"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":[0.00006689335,0.00005520041,0.0003203259,0.02438923,0.00009448006,0.0008520939,0.00009780547,0.0003281187,0.001319759,0.003176113,0.05085451,0.9184453],"study_design_scores_gemma":[0.00001137478,0.00006877542,0.001141998,0.008019766,0.0001314487,0.009993985,0.00007159018,0.00006916072,0.0003052527,0.001463514,0.9787049,0.00001820002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000187882,0.9972584,0.0001214064,0.0002331687,0.0002438359,0.000005743824,0.00003311574,0.0000122514,0.001904221],"genre_scores_gemma":[0.001181709,0.9973506,0.0001903986,0.0002518814,0.0002415625,0.000006060585,0.00006069606,0.000002421377,0.0007147036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005031218,"threshold_uncertainty_score":0.01683116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078821592718325,"score_gpt":0.3986082583690413,"score_spread":0.2907260990972088,"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."}}