{"id":"W2114578638","doi":"10.1007/s00520-009-0744-x","title":"A proposed EGFR inhibitor dermatologic adverse event-specific grading scale from the MASCC skin toxicity study group","year":2010,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"Robert H. Lurie Comprehensive Cancer Center; Amgen; Dermatology Foundation","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Grading (engineering); Pharmacovigilance; Adverse effect; Dermatology; MedDRA; Internal medicine","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":[0.0001562252,0.0002716263,0.0004652342,0.0000650545,0.0001946838,0.00002013769,0.0001364024,0.00009674346,0.0006392414],"category_scores_gemma":[0.00005466242,0.0001688469,0.0001566686,0.0002981108,0.0001605412,0.0001063354,0.0001130728,0.0004715739,0.00001657752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005817269,"about_ca_system_score_gemma":0.000183907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986619,"about_ca_topic_score_gemma":0.05629616,"domain_scores_codex":[0.9982679,0.000101855,0.0003881359,0.0005215161,0.0003492966,0.0003712512],"domain_scores_gemma":[0.999112,0.0001260726,0.0001362377,0.0003348846,0.0001867834,0.0001040231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006474373,0.0005827424,0.9606264,0.00002747768,0.0001573804,0.0002907479,0.01940718,0.000001103937,0.002141402,0.00001272949,0.002257931,0.01384753],"study_design_scores_gemma":[0.003807276,0.0008135393,0.920132,0.0001247731,0.0001598735,0.00001092529,0.05773952,0.000007454555,0.006933104,0.0000584908,0.009970256,0.0002427678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924765,0.002269878,0.00000566334,0.001167661,0.001162302,0.001926033,0.0001674953,0.00005088681,0.0007736128],"genre_scores_gemma":[0.9981171,0.0002058351,0.00007954351,0.0004457205,0.0004135301,0.0005714482,0.00004787841,0.00002584666,0.00009307234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05430954,"threshold_uncertainty_score":0.960924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789740288903616,"score_gpt":0.3095338887530041,"score_spread":0.291636485863968,"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."}}