{"id":"W2890237290","doi":"10.1200/jco.2016.34.15_suppl.9570","title":"Prognosticators of first line treatment for metastatic uveal melanoma (MUM).","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Neutrophil to lymphocyte ratio; Retrospective cohort study; Cancer; Liver disease; Progressive disease; Surgery; Oncology; Disease; Overall survival","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":[0.0005100252,0.0001775607,0.0002124402,0.0005956335,0.0002449864,0.0003792415,0.0002812304,0.0003576913,0.002446936],"category_scores_gemma":[0.002560824,0.0001070412,0.0004067797,0.000638428,0.000181711,0.0002636575,0.0002279642,0.0004090622,0.000298729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557408,"about_ca_system_score_gemma":0.0003873799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020517,"about_ca_topic_score_gemma":0.007885883,"domain_scores_codex":[0.999696,0.00006727264,0.00004576286,0.00005529022,0.00008160649,0.00005409876],"domain_scores_gemma":[0.9977672,0.0004485357,0.001342428,0.00004883911,0.0001538057,0.000239248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009240139,0.000005544352,0.9980898,0.00001665595,0.00002031947,0.00007337412,0.000009443772,0.00003202798,0.0001286262,0.000003921776,0.00008784304,0.001440098],"study_design_scores_gemma":[0.000003340746,0.00006679333,0.9986901,0.0000133594,0.00003207968,0.0006936087,0.0000451413,0.0001345882,0.00007228186,0.000008427761,0.0002382654,0.000002090284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958321,0.002594088,0.0001109254,0.0001527738,0.00001421213,0.00001055133,0.0006768067,0.000009591414,0.0005988894],"genre_scores_gemma":[0.999223,0.0002484447,0.00007618059,0.00002072367,0.00001449145,0.000004183915,0.0003114094,0.000001645097,0.00009983884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003020517,"threshold_uncertainty_score":0.008185863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1734313142715376,"score_gpt":0.4917184273396288,"score_spread":0.3182871130680912,"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."}}