{"id":"W4399364066","doi":"10.1089/derm.2024.0072","title":"Relevance of Drug Hypersensitivity Evaluations in the Setting of a Polymedicated Patient with Stevens–Johnson Syndrome: Colchicine Unmasked","year":2024,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Relevance (law); Colchicine; Dermatology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003689882,0.0003138174,0.0008082428,0.000497978,0.00005476753,0.00001187685,0.0001333098,0.0002767974,0.00001778823],"category_scores_gemma":[0.0004207755,0.0002215585,0.0001468778,0.001010497,0.0001915977,0.00008526109,0.00004482406,0.001715277,0.00004893159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315541,"about_ca_system_score_gemma":0.0005354813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009779271,"about_ca_topic_score_gemma":0.0002510616,"domain_scores_codex":[0.9970125,0.0003872603,0.0007524838,0.0003621085,0.001141557,0.000344068],"domain_scores_gemma":[0.9975728,0.0008551323,0.0005115487,0.0006785045,0.0003284714,0.00005352816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002511211,0.0006901424,0.0006506082,0.00886255,0.00133842,0.01589269,0.02215162,0.0001718765,0.00221739,0.00003753733,0.926235,0.02172702],"study_design_scores_gemma":[0.004380891,0.0005444068,0.12966,0.02802703,0.00388894,0.02409059,0.005580179,0.00373189,0.002583884,0.0001050589,0.7963402,0.001067029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2367721,0.0005249642,0.00003147111,0.739978,0.0006106337,0.002552161,0.0006342207,0.0001086429,0.01878783],"genre_scores_gemma":[0.9031141,0.0001006169,0.0003479101,0.09494285,0.00020242,0.0001093789,0.0006361679,0.00007226247,0.0004743077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.666342,"threshold_uncertainty_score":0.9034895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284480001119422,"score_gpt":0.2653565250141246,"score_spread":0.2525117250029304,"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."}}