{"id":"W3127379102","doi":"10.1097/cji.0000000000000360","title":"Impact of Baseline Corticosteroids on Immunotherapy Efficacy in Patients With Advanced Melanoma","year":2021,"lang":"en","type":"article","venue":"Journal of Immunotherapy","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Medicine; Prednisone; Hazard ratio; Internal medicine; Confidence interval; Corticosteroid; Oncology; Immunotherapy; Retrospective cohort study; Cancer; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004665712,0.0002966153,0.0008847839,0.000365562,0.00003541834,0.00002190958,0.000180763,0.0001116019,0.000659281],"category_scores_gemma":[0.0000697618,0.0001953682,0.0005479665,0.0006032801,0.00009715446,0.0001744959,0.000009950148,0.0003968131,0.000002746461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000374691,"about_ca_system_score_gemma":0.0005922929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000311699,"about_ca_topic_score_gemma":0.000005644205,"domain_scores_codex":[0.9975585,0.0001625436,0.001151847,0.0002073094,0.0006146357,0.0003051423],"domain_scores_gemma":[0.9976966,0.0001922608,0.0008443524,0.0005088102,0.000669512,0.0000884733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1305969,0.005462415,0.3079937,0.00002877867,0.001828384,0.000139615,0.0005754224,0.0001735783,0.2381941,0.000003857644,0.0001679222,0.3148354],"study_design_scores_gemma":[0.05252791,0.01634908,0.9086862,0.0009565346,0.0000375418,0.0001202444,0.00005747804,0.000007533185,0.01995991,0.00000652127,0.001094415,0.0001966478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932231,0.005671743,0.000112499,0.0002673796,0.0002276946,0.0003362194,0.00001586681,0.000009194314,0.0001363244],"genre_scores_gemma":[0.9952123,0.002899531,0.001060257,0.0005643133,0.00007417205,0.000003478563,0.00001763725,0.00006283254,0.0001054541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6006926,"threshold_uncertainty_score":0.7966885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00865073645500127,"score_gpt":0.2852234393671364,"score_spread":0.2765727029121351,"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."}}