{"id":"W4409143650","doi":"10.1016/j.ejcskn.2025.100656","title":"Overall survival in patients with metastatic uveal melanoma (MUM) treated with local therapy modality and tebentafusp in a real-world setting","year":2025,"lang":"en","type":"article","venue":"EJC Skin Cancer","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Melanoma; Modality (human–computer interaction); Medicine; Metastatic melanoma; Treatment modality; Oncology; Internal medicine; Cancer research; Computer science; Artificial intelligence","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":[0.0001425726,0.0001920094,0.000434991,0.0001811043,0.00003693256,0.000009245159,0.00003866791,0.00005531389,0.00005977452],"category_scores_gemma":[0.000006137284,0.0001276403,0.00002441808,0.0003737653,0.0001029676,0.0000690396,0.00001896667,0.0001853493,0.00000121021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704175,"about_ca_system_score_gemma":0.0002229211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.011842,"about_ca_topic_score_gemma":0.03638308,"domain_scores_codex":[0.9988816,0.0001377664,0.0002098706,0.0003348152,0.0001763593,0.0002595907],"domain_scores_gemma":[0.9995839,0.00007729696,0.00006658539,0.0001701741,0.00004276432,0.00005927775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003760395,0.000577321,0.9750841,0.0000391596,0.0003453669,0.0001646278,0.0002595047,0.00005919448,0.000004013013,0.00006782395,0.00002715305,0.01961129],"study_design_scores_gemma":[0.02152759,0.000605588,0.9766777,0.0002817112,0.0001116201,0.000001769798,0.00005783762,0.0001941596,0.0002138258,0.0000789695,0.000134104,0.0001150855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965912,0.0002617186,0.00002542409,0.0005199063,0.00004265939,0.0006964277,0.00002196054,0.0000199507,0.001820772],"genre_scores_gemma":[0.9986621,0.00007999989,0.000233276,0.0003143926,0.00001297685,0.0001129154,0.00005397415,0.00001694679,0.0005134792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02454108,"threshold_uncertainty_score":0.9947382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176080367578692,"score_gpt":0.299756122073091,"score_spread":0.2879953183973041,"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."}}