{"id":"W2588722468","doi":"10.1093/annonc/mdw379.17","title":"Impact of ipilimumab on metastatic melanoma: Evaluation using patient registry in Canada","year":2016,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Medicine; Ipilimumab; Internal medicine; Cohort; Metastatic melanoma; Disease registry; Melanoma; Clinical trial; Overall survival; Oncology; Cancer; Disease; Immunotherapy","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":[0.0006664574,0.0002075543,0.0004141264,0.001314246,0.001605723,0.001184811,0.0008318615,0.0003617816,0.002019121],"category_scores_gemma":[0.003517323,0.0002499538,0.0005007426,0.006031406,0.0004661003,0.0003539845,0.0007812421,0.0006380198,0.0002094401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02351803,"about_ca_system_score_gemma":0.04253894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867347,"about_ca_topic_score_gemma":0.9927325,"domain_scores_codex":[0.9986877,0.0001366354,0.00007360658,0.0001351157,0.000505207,0.0004617765],"domain_scores_gemma":[0.995824,0.0002499116,0.0009129904,0.0001080204,0.00201021,0.0008947759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157105,0.00003338245,0.9942712,0.00002391759,0.00004398304,0.000108948,0.0001532298,0.0001807392,0.00008672251,0.0001136128,0.001471661,0.003396994],"study_design_scores_gemma":[0.00002524781,0.00004140836,0.9960937,0.0000260086,0.00006287785,0.0001658764,0.0007725601,0.000479108,0.0001013505,0.0000232345,0.002198475,0.00001024421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805378,0.0009472403,0.0000829718,0.001053938,0.00001779001,0.00005929411,0.01189962,0.0000163889,0.005384999],"genre_scores_gemma":[0.9955137,0.0009482801,0.0001214562,0.0001843027,0.00001035802,0.00001672726,0.002444387,0.000007966816,0.0007527108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02351803,"threshold_uncertainty_score":0.170636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09076096803751592,"score_gpt":0.3757494754393978,"score_spread":0.2849885074018819,"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."}}