{"id":"W4398773704","doi":"10.4103/ijo.ijo_2414_23","title":"Retinoblastoma – A comprehensive review, update and recent advances","year":2024,"lang":"en","type":"article","venue":"Indian Journal of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Retinoblastoma; Computer science; Medicine; Chemistry; Biochemistry","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":[0.0001758348,0.0001097886,0.0004162232,0.0001508053,0.0000335271,0.000007033899,0.0000533183,0.00009166553,0.0005579703],"category_scores_gemma":[0.00007780121,0.00007866071,0.00008886518,0.0001425932,0.0001394369,0.00009609888,0.00002206785,0.0003164651,0.00006629891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004396555,"about_ca_system_score_gemma":0.0001489616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.422155e-7,"about_ca_topic_score_gemma":7.563648e-8,"domain_scores_codex":[0.9991872,0.00009134443,0.0003236296,0.0001349635,0.0001076354,0.0001552452],"domain_scores_gemma":[0.9993865,0.00009270779,0.0001347685,0.00009696202,0.0001447457,0.0001443332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0008795251,0.0003117787,0.0360515,0.003313975,0.001380541,0.6956421,0.0003670092,0.000001299252,0.0003029046,0.0003011811,0.005263652,0.2561845],"study_design_scores_gemma":[0.0009704762,0.00264431,0.01876091,0.002353089,0.0003425607,0.7229776,0.00005495378,0.000001567769,0.0002479431,0.001108988,0.2504567,0.00008093118],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5679262,0.4242078,0.000004789717,0.006349909,0.0005064429,0.000118522,0.000003582616,0.000006086011,0.0008766847],"genre_scores_gemma":[0.853573,0.1436464,0.001531193,0.0009220993,0.0001828059,0.000003872921,0.000006175006,0.00001614963,0.0001182666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2856469,"threshold_uncertainty_score":0.6109384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210991995572909,"score_gpt":0.3449079295964299,"score_spread":0.323808730039139,"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."}}