{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002246131,0.0001402638,0.0002610277,0.0002571925,0.0002744772,0.0003963061,0.000143024,0.0002766441,0.0009267948],"category_scores_gemma":[0.0006012809,0.00007780801,0.000435401,0.0003542725,0.0001828595,0.0002925609,0.000291698,0.0002984936,0.00009664794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005206245,"about_ca_system_score_gemma":0.000286625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003099953,"about_ca_topic_score_gemma":0.00594558,"domain_scores_codex":[0.9998494,0.00003604709,0.00001013814,0.00003082236,0.00001572551,0.00005786054],"domain_scores_gemma":[0.9998178,0.00003576947,0.00005984001,0.000007340815,0.0000154117,0.00006395818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004273866,0.0002070294,0.9794685,0.00008084843,0.0002134853,0.001034044,0.0002144057,0.0005206511,0.001076377,0.00006004444,0.0006369995,0.01221378],"study_design_scores_gemma":[0.0001114148,0.001874948,0.9938418,0.00002163296,0.0002492045,0.001371775,0.0005601086,0.0005736914,0.000177475,0.00008719115,0.001117481,0.00001325136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987251,0.0006040857,0.00002902024,0.00005862092,0.000006749006,0.000004026178,0.0002011586,0.000002301291,0.0003689844],"genre_scores_gemma":[0.9995329,0.0001472583,0.00001590194,0.00002916965,0.000008480072,0.000003681172,0.0001786866,5.920137e-7,0.00008330393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003099953,"threshold_uncertainty_score":0.006163836,"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."}}