{"id":"W2887911527","doi":"10.1097/cmr.0000000000000468","title":"Prognostic factors for first-line therapy and overall survival of metastatic uveal melanoma: The Princess Margaret Cancer Centre experience","year":2018,"lang":"en","type":"article","venue":"Melanoma Research","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Neutrophil to lymphocyte ratio; Internal medicine; Univariate analysis; Absolute neutrophil count; Metastasis; Oncology; Performance status; Lactate dehydrogenase; Cancer; Melanoma; Gastroenterology; Multivariate analysis; Chemotherapy; Lymphocyte; Neutropenia; 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":[0.0004781111,0.0001681107,0.0002197396,0.0004057495,0.0004666283,0.0005375696,0.0002230105,0.0002971341,0.0009069623],"category_scores_gemma":[0.00332788,0.0001438212,0.0001903656,0.000727419,0.000229668,0.0002715554,0.0003536722,0.000289413,0.0001233298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007991925,"about_ca_system_score_gemma":0.000742947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02799277,"about_ca_topic_score_gemma":0.0497687,"domain_scores_codex":[0.9997252,0.00006999468,0.00002383883,0.00004124023,0.00008144513,0.00005835416],"domain_scores_gemma":[0.9984274,0.0004073862,0.0005231694,0.00007208272,0.0002092818,0.0003607533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007760409,0.00001215545,0.9957402,0.00001406523,0.00001554161,0.0004390322,0.00023056,0.00004829128,0.0001617737,0.00001096216,0.0002613018,0.002988542],"study_design_scores_gemma":[0.000004726931,0.00007576922,0.9976199,0.00001264686,0.00001188373,0.001368011,0.0003034725,0.0001554737,0.00004766802,0.00001113933,0.0003842392,0.000005101895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985934,0.0006645584,0.00004738581,0.0001155011,0.000002958581,0.000007786086,0.0001305759,0.000002778259,0.0004350248],"genre_scores_gemma":[0.9992908,0.0003050914,0.00005912741,0.00002919032,0.00001041599,0.000005440543,0.0001840257,0.00000137414,0.0001145584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02799277,"threshold_uncertainty_score":0.05565971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352131873318011,"score_gpt":0.4171069738128592,"score_spread":0.281893786481058,"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."}}