{"id":"W4390752627","doi":"10.3390/curroncol31010028","title":"Multisystem Immune-Related Adverse Events from Dual-Agent Immunotherapy Use","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; McMaster University","funders":"","keywords":"Medicine; Ipilimumab; Nivolumab; Adverse effect; Cancer; Internal medicine; Cohort; Incidence (geometry); Oncology; Immunotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001238357,0.0001671597,0.0004296389,0.0006756986,0.0002078464,0.000545332,0.0001964542,0.0001894072,0.002356919],"category_scores_gemma":[0.003811473,0.00009726323,0.0005744978,0.0007522546,0.000207851,0.000283885,0.0004086048,0.0004842424,0.0001770793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945244,"about_ca_system_score_gemma":0.000338119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007075789,"about_ca_topic_score_gemma":0.001134719,"domain_scores_codex":[0.9988031,0.000303368,0.0002743427,0.0001862461,0.000322791,0.0001100806],"domain_scores_gemma":[0.9871404,0.002826414,0.008774181,0.000344131,0.0005224031,0.0003925604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002297335,0.0000259562,0.9896975,0.0001637378,0.0001460152,0.0001379013,0.00002335876,0.00005483776,0.0003252209,0.00001417257,0.0001146898,0.009066907],"study_design_scores_gemma":[0.00001022936,0.0002231003,0.9966959,0.00006901263,0.00007644657,0.001701262,0.00004461173,0.00009101739,0.0002924608,0.00002121043,0.0007712326,0.00000359908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987731,0.007608465,0.0004835817,0.0001670753,0.0000188934,0.00006468598,0.00135128,0.00001300302,0.002562005],"genre_scores_gemma":[0.997826,0.001134637,0.0002286934,0.00008680065,0.00003208988,0.00002514638,0.0005307579,0.000002682293,0.0001330844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002356919,"threshold_uncertainty_score":0.007884681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07574059233300882,"score_gpt":0.3838031312046092,"score_spread":0.3080625388716003,"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."}}