{"id":"W4379282944","doi":"10.1200/jco.2023.41.16_suppl.2635","title":"Multisystem immune-related adverse events from dual agent immunotherapy use.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Ipilimumab; Nivolumab; Adverse effect; Internal medicine; Cancer; Cohort; Immunotherapy","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":[0.001201526,0.0001518005,0.0003021032,0.0004871733,0.0002623031,0.0004779855,0.0001853878,0.0001672341,0.003979608],"category_scores_gemma":[0.003056137,0.0001059642,0.0007517328,0.0008033545,0.0001494943,0.000280559,0.0004379074,0.0005755408,0.0003036034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003336393,"about_ca_system_score_gemma":0.0003569613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006681888,"about_ca_topic_score_gemma":0.001484583,"domain_scores_codex":[0.9991919,0.0001895382,0.0001988011,0.0001016,0.0002348335,0.00008322192],"domain_scores_gemma":[0.9936118,0.001165177,0.004432634,0.000165453,0.000340822,0.0002841107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004695705,0.00002672924,0.9890271,0.0002089487,0.0001072427,0.0002345784,0.00002819834,0.00004413519,0.000135997,0.00002252061,0.0003003461,0.009394654],"study_design_scores_gemma":[0.00002540105,0.0003880007,0.9954015,0.00009459153,0.0001081462,0.002148586,0.00006108791,0.0001494274,0.0001740633,0.00003950422,0.001404282,0.000005432247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824493,0.008419737,0.0005311125,0.0001672618,0.00003661483,0.0001980531,0.003111669,0.00001776308,0.005068392],"genre_scores_gemma":[0.997071,0.0009820402,0.0002571493,0.00008733333,0.00003865815,0.00005230007,0.00111552,0.000003227427,0.0003927387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003979608,"threshold_uncertainty_score":0.01331306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364889781021885,"score_gpt":0.4527990952699945,"score_spread":0.316310117167806,"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."}}