{"id":"W4311098518","doi":"10.1158/2326-6074.tumimm22-a09","title":"Abstract A09: Immune checkpoint inhibitor-induced polyarthritis: a case series","year":2022,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Nivolumab; Polyarthritis; Prednisone; Ipilimumab; Arthritis; Internal medicine; Cancer; Rash; Synovitis; Dermatology; Surgery; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001854165,0.0002613264,0.0005120116,0.0005450561,0.001329304,0.00005416444,0.0003498858,0.000193442,0.009225079],"category_scores_gemma":[0.0001126753,0.0002613489,0.0002642391,0.001118495,0.0007436844,0.0001797421,0.0005252087,0.002170829,0.00007512877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171907,"about_ca_system_score_gemma":0.001351778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005620634,"about_ca_topic_score_gemma":0.0003625227,"domain_scores_codex":[0.9966107,0.000387168,0.0006211642,0.0006098341,0.0007123494,0.001058757],"domain_scores_gemma":[0.9984146,0.000137195,0.0001254422,0.0008532366,0.0003297081,0.0001397736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009948448,0.0003327928,0.001011345,0.0000953492,0.0006340455,0.008430006,0.001269034,0.00000160814,0.8906711,0.00008480828,0.002378329,0.0851431],"study_design_scores_gemma":[0.01931875,0.007884994,0.07522157,0.0005001213,0.0001064568,0.09004623,0.02629238,0.00001636662,0.5130084,0.000305067,0.2662005,0.001099141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308275,0.05637498,5.975994e-7,0.007920539,0.001135564,0.000870086,0.00008574879,0.0001252497,0.002659759],"genre_scores_gemma":[0.9906498,0.003029361,0.00002935651,0.0002886806,0.0003348433,0.001506781,0.00004320671,0.00007022706,0.00404775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3776627,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06990754541223117,"score_gpt":0.37819605054657,"score_spread":0.3082885051343388,"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."}}