{"id":"W4389132867","doi":"10.1136/rmdopen-2023-003795","title":"Immune checkpoint inhibitor rechallenge in patients who previously experienced immune-related inflammatory arthritis: a multicentre observational study","year":2023,"lang":"en","type":"article","venue":"RMD Open","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Discontinuation; Internal medicine; Adverse effect; Observational study; Prednisone; Immune system; Cancer; Oncology; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009427994,0.0002334523,0.0005118868,0.0001811826,0.0001230219,0.00007367747,0.0003627324,0.0001222581,0.000392671],"category_scores_gemma":[0.0001882299,0.0002184038,0.0001302458,0.000705861,0.000066494,0.0003864552,0.0003406068,0.0002632134,0.0001269507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727994,"about_ca_system_score_gemma":0.0002053522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005788173,"about_ca_topic_score_gemma":0.0003943359,"domain_scores_codex":[0.9975076,0.0001584381,0.001047487,0.0004443111,0.0004388721,0.0004033432],"domain_scores_gemma":[0.9989957,0.00005965733,0.0002290943,0.0004984081,0.0001232306,0.00009389564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009331292,0.00313388,0.8551003,0.0001869633,0.0005140562,0.0002476891,0.06516251,0.00002057055,0.02223558,0.0000224279,0.0007346909,0.04331],"study_design_scores_gemma":[0.02493114,0.000672225,0.9634048,0.00108273,0.00001879446,0.000002838251,0.006697022,0.0001247055,0.001611325,0.0000125481,0.001184668,0.0002572321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924014,0.001685615,3.108018e-7,0.0005187889,0.0003874332,0.004437701,0.000008562752,0.0001031484,0.0004570402],"genre_scores_gemma":[0.9971501,0.0008461096,0.00005231531,0.0001174052,0.00004565789,0.0006434709,0.000140766,0.00004332013,0.0009608254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083044,"threshold_uncertainty_score":0.8906249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05305415832162173,"score_gpt":0.323287625399988,"score_spread":0.2702334670783663,"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."}}