{"id":"W2764236574","doi":"10.1093/annonc/mdx377.025","title":"Validating prognostic models in metastatic uveal melanoma (MUM), an international rare cancers initiative","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Nomogram; Proportional hazards model; Concordance; Internal medicine; AJCC staging system; Survival analysis; Cancer; Oncology; Nuclear medicine; Staging system","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":[0.01203826,0.0007771897,0.0004241063,0.001354094,0.0007101872,0.001701297,0.0009026999,0.0005742334,0.001311735],"category_scores_gemma":[0.02905092,0.0002623544,0.0007208136,0.0008106503,0.0002833847,0.0008216543,0.002114495,0.001210356,0.0005552783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008864322,"about_ca_system_score_gemma":0.002005587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009005522,"about_ca_topic_score_gemma":0.01688861,"domain_scores_codex":[0.9975415,0.001148206,0.0002175596,0.0003922372,0.0004750574,0.0002253747],"domain_scores_gemma":[0.9863494,0.006990713,0.001948139,0.001583696,0.00201374,0.001114351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006768957,0.0003306379,0.90828,0.000158382,0.0005195123,0.0001841737,0.0002769029,0.009636967,0.001091678,0.0007439549,0.01201128,0.06608965],"study_design_scores_gemma":[0.0005006987,0.002218996,0.6165755,0.0009718061,0.002517604,0.002506826,0.002605246,0.3257194,0.008647755,0.005862233,0.0317403,0.0001335547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746206,0.001934911,0.007945541,0.00231168,0.0001995234,0.0002027047,0.009017725,0.000442522,0.003324887],"genre_scores_gemma":[0.9751573,0.0005178237,0.01119514,0.0002364662,0.00008878465,0.0001037376,0.01198984,0.00007173618,0.0006392917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01203826,"threshold_uncertainty_score":0.06366515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.226882244122568,"score_gpt":0.4613841165319132,"score_spread":0.2345018724093453,"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."}}