{"id":"W4226258201","doi":"10.5167/uzh-213514","title":"Long-Term Outcomes With Nivolumab Plus Ipilimumab or Nivolumab Alone Versus Ipilimumab in Patients With Advanced Melanoma","year":2022,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":557,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Alberta Cancer Foundation","funders":"","keywords":"Nivolumab; Ipilimumab; Medicine; Melanoma; Internal medicine; Oncology; Cancer; Immunotherapy; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002601456,0.0003047482,0.0007170762,0.0002834504,0.0007312427,0.00003842184,0.0005277978,0.00005636149,0.0002273953],"category_scores_gemma":[0.00001008041,0.0002627977,0.0001000727,0.0005133288,0.0003600515,0.0004389277,0.0005906813,0.0003570613,0.00000221571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003751937,"about_ca_system_score_gemma":0.0004181643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124454,"about_ca_topic_score_gemma":0.001352763,"domain_scores_codex":[0.9978666,0.0003235435,0.0002644106,0.0006385907,0.0005312772,0.000375558],"domain_scores_gemma":[0.9986409,0.0002592447,0.0003173028,0.0005246631,0.00009034065,0.0001675524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2650921,0.001315133,0.7195119,0.0001662518,0.0008944269,0.001170909,0.003265348,0.00006400998,0.0005874216,0.00002745537,0.0005592844,0.00734569],"study_design_scores_gemma":[0.07029337,0.009847537,0.9143674,0.0001868308,0.0002610975,0.0001014399,0.003191058,0.00004459952,0.00009935192,0.000006138097,0.001190125,0.0004110013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947838,0.000208347,0.0001297612,0.0001753915,0.0001642984,0.001352882,0.00007319836,0.00004064966,0.003071626],"genre_scores_gemma":[0.9932973,0.00006733489,0.002125946,0.0000752492,0.00001548404,0.000009606692,0.0001206546,0.00003672067,0.004251638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1948555,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238624569484616,"score_gpt":0.2277708140967711,"score_spread":0.2153845684019249,"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."}}