{"id":"W4414520939","doi":"10.1097/iio.0000000000000587","title":"Angiogenesis Signaling in Retinoblastoma: Prognostic and Therapeutic Applications","year":2025,"lang":"en","type":"article","venue":"International Ophthalmology Clinics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Institute of General Medical Sciences; National Eye Institute","keywords":"Angiogenesis; Retinoblastoma; Antiangiogenic therapy; Bevacizumab; Chemotherapy; Biomarker; Metastasis; Vascular endothelial growth factor","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697827,0.00008625364,0.0001801889,0.0001929202,0.00003707226,0.000005529361,0.00007779058,0.0001563735,0.00006892231],"category_scores_gemma":[0.0001118284,0.00008089214,0.00005588855,0.0001349601,0.0001030988,0.00001851865,0.00004441532,0.0001312881,0.00002762289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005639061,"about_ca_system_score_gemma":0.00009100152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000562744,"about_ca_topic_score_gemma":0.000001713114,"domain_scores_codex":[0.9992758,0.00004858943,0.0002637913,0.0002316808,0.00006813979,0.0001119976],"domain_scores_gemma":[0.9992865,0.0004305328,0.00005899605,0.0001176782,0.00007491177,0.00003134866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521627,0.0004002599,0.990676,0.00001440512,0.0002577178,0.0003004489,0.00002246421,0.00001051602,0.0002522311,0.002673112,0.000008090213,0.005232594],"study_design_scores_gemma":[0.002049019,0.000198071,0.9851402,0.00007094318,0.0001799397,0.0008948483,0.0000424658,0.0003998331,0.0002781247,0.008613274,0.002054683,0.0000785755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896175,0.001005298,0.0001971055,0.002328801,0.0002326169,0.0003840761,0.000005237062,0.00002019078,0.006209121],"genre_scores_gemma":[0.9972554,0.00004167732,0.001122944,0.0004979676,0.00004174594,0.0001510953,0.00002705743,0.000007013606,0.0008550971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007637848,"threshold_uncertainty_score":0.3298686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569499632394577,"score_gpt":0.3761479395306915,"score_spread":0.3504529432067457,"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."}}