{"id":"W4408602445","doi":"10.1016/j.esmoop.2025.104496","title":"How we treat patients with metastatic uveal melanoma","year":2025,"lang":"en","type":"review","venue":"ESMO Open","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Melanoma; Metastatic melanoma; Medicine; Oncology; Dermatology; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005015605,0.0004272886,0.0006587825,0.001012248,0.0002716302,0.0009859857,0.0004684455,0.0009640708,0.002404742],"category_scores_gemma":[0.001133662,0.0001446916,0.0004737649,0.0005903307,0.0002584037,0.001177046,0.0003715939,0.001582026,0.001079264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003956388,"about_ca_system_score_gemma":0.001029034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060072,"about_ca_topic_score_gemma":0.004936018,"domain_scores_codex":[0.9997544,0.00006589835,0.00004304788,0.00003127511,0.000086434,0.0000190155],"domain_scores_gemma":[0.9997829,0.00009436657,0.00003965613,0.000004986766,0.00005984853,0.00001831188],"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":[0.00004861634,0.00003954958,0.0002854887,0.01705539,0.0001145165,0.0002202022,0.0001177452,0.0001566818,0.0006358533,0.001754112,0.03942631,0.9401455],"study_design_scores_gemma":[0.00004037188,0.00009810437,0.001716419,0.01929037,0.0002058566,0.002815111,0.0001983326,0.00008377685,0.0002812908,0.002488083,0.9727634,0.00001884935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001613607,0.9965354,0.0001154342,0.001484799,0.0002844363,0.000008351761,0.00001872566,0.000007496879,0.001383973],"genre_scores_gemma":[0.001734306,0.9957761,0.0003236647,0.001341357,0.0002552833,0.00001083453,0.00003354757,0.000002066143,0.0005229207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002404742,"threshold_uncertainty_score":0.00804466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04631508802085058,"score_gpt":0.3622912821502412,"score_spread":0.3159761941293906,"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."}}