{"id":"W3194791464","doi":"10.1097/der.0000000000000776","title":"Systemic Treatment of Cutaneous Adverse Events after Immune Checkpoint Inhibitor Therapy: A Review","year":2021,"lang":"en","type":"review","venue":"Dermatitis","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adverse effect; Dermatology; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001203645,0.0005565128,0.003630855,0.0001429083,0.00003118905,0.000005495217,0.0001201115,0.0002592179,0.001257465],"category_scores_gemma":[0.00001900054,0.0003849092,0.002196648,0.0003726171,0.00005600234,0.00004140072,0.0000303978,0.0001458157,0.00009867614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006177163,"about_ca_system_score_gemma":0.0006184366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081984,"about_ca_topic_score_gemma":0.000005847824,"domain_scores_codex":[0.9971521,0.0002481373,0.001600447,0.0003773212,0.0003532796,0.0002686623],"domain_scores_gemma":[0.9981284,0.00006423837,0.0007417032,0.0008499773,0.0001198099,0.00009593525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003915234,0.0002497391,0.00001149681,0.1264702,0.001607525,0.0008458627,0.0001254375,9.072235e-9,0.00001088583,4.369371e-7,0.0009669996,0.8696722],"study_design_scores_gemma":[0.000935103,0.0002744441,0.00002161293,0.3028623,0.001449772,0.006901972,0.00001245332,1.641718e-7,0.00005529974,2.886155e-7,0.6872712,0.0002153314],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001094492,0.9958146,0.000002439255,0.0001845118,0.0004819618,0.002925583,0.0002253609,0.00003850975,0.0002175876],"genre_scores_gemma":[0.0001123069,0.9965388,0.00007012263,0.0005679892,0.0001775619,0.0009083888,0.000507989,0.00008197546,0.001034842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8694569,"threshold_uncertainty_score":0.9998603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725066061457063,"score_gpt":0.3105022867244809,"score_spread":0.2832516261099103,"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."}}