{"id":"W4410043044","doi":"10.1007/978-3-031-82953-6_6","title":"Uveal Tumors","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine","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":[0.0001250523,0.0005309825,0.0002725581,0.0008961734,0.0006817767,0.001323291,0.0003613424,0.0005897181,0.08314393],"category_scores_gemma":[0.0003209359,0.000209993,0.0003171046,0.0005260662,0.0004100994,0.0009599202,0.0009102438,0.001347035,0.02779475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006630708,"about_ca_system_score_gemma":0.000630838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029574,"about_ca_topic_score_gemma":0.009866538,"domain_scores_codex":[0.9999118,0.00001247494,0.000003689021,0.00001143355,0.00004820463,0.00001246304],"domain_scores_gemma":[0.9999174,0.00002989741,0.000005708323,0.00001046609,0.0000209655,0.00001551383],"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":[0.00001613784,0.00004314292,0.000164923,0.0002278424,0.000005576194,0.0005397323,0.0001652852,0.0002947081,0.001515812,0.04259999,0.5434096,0.4110172],"study_design_scores_gemma":[0.000001263416,0.000006390058,0.0001544646,0.0000992122,0.000001899733,0.0007826285,0.00002387851,0.00004442112,0.0001847989,0.003086981,0.995612,0.000002005451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007167803,0.03160578,0.002238282,0.001482588,0.002469843,0.00002743497,0.0001228524,0.0001577026,0.9611787],"genre_scores_gemma":[0.003145585,0.01554992,0.001446118,0.0008891427,0.0008492966,0.00001601604,0.0001112943,0.00006225286,0.9779304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08314393,"threshold_uncertainty_score":0.2781441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527189922260752,"score_gpt":0.2813606165172097,"score_spread":0.2660887172946022,"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."}}