{"id":"W2997395939","doi":"10.1002/9780471420194.tnmc51.pub2","title":"Retinoblastoma","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Distant metastasis; Pathological; Lymph node metastasis; Retinoblastoma; Stage (stratigraphy); Metastasis; Lymph node; Medicine; Pathology; Cancer; Internal medicine; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002232935,0.0001687735,0.0003284871,0.0001134204,0.00001453788,0.000001844548,0.00005479003,0.0006191224,0.05779942],"category_scores_gemma":[0.00004117889,0.000130853,0.00008539502,0.00005316821,0.00007117475,0.000004237505,0.00002509765,0.0004238017,0.001957561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001869487,"about_ca_system_score_gemma":0.00008890014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002952271,"about_ca_topic_score_gemma":0.0004335664,"domain_scores_codex":[0.9994298,0.00001248739,0.00009862577,0.0002059322,0.0001060385,0.0001470812],"domain_scores_gemma":[0.9994351,0.00001410942,0.00007935402,0.0003626746,0.00001643419,0.00009227439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004372219,0.0005382092,0.001168742,0.00005188023,0.0002281071,0.0005492591,0.000006925567,2.288611e-9,0.00007140828,0.00002708226,0.9844905,0.01282417],"study_design_scores_gemma":[0.001115767,0.0002386073,0.002255594,0.0001826815,0.000234282,0.0001155672,0.000002448821,0.000002080592,0.00004560546,0.00001675922,0.9956925,0.00009808972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001351645,0.0004964865,0.000004192691,0.0007824589,0.000495299,0.0003055643,0.0009359043,0.0003061966,0.9953222],"genre_scores_gemma":[0.0003094787,0.00008179839,0.00637795,0.0005724913,0.001140178,0.000009562457,0.00276141,0.0002975035,0.9884496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05584186,"threshold_uncertainty_score":0.9988195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165924043308471,"score_gpt":0.3111990778041789,"score_spread":0.2995398373710942,"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."}}