{"id":"W4401422375","doi":"10.1001/jama.2024.11437","title":"Oral Antibiotics and Risk of Serious Cutaneous Adverse Drug Reactions","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Antibiotics; Drug reaction; Drug; Dermatology; Adverse drug reaction; Skin reaction; Adverse effect; Relative risk; Intensive care medicine; Pharmacology; Internal medicine; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005566704,0.0002696249,0.0002633101,0.0007644668,0.0002334887,0.0005218218,0.0003042911,0.0003092194,0.001920254],"category_scores_gemma":[0.005389567,0.0001871982,0.0005026801,0.0009747465,0.0003534149,0.0002137758,0.0003013291,0.0004811512,0.0001161084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008052817,"about_ca_system_score_gemma":0.0008715438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05602849,"about_ca_topic_score_gemma":0.05922728,"domain_scores_codex":[0.9989331,0.0001921892,0.0001436465,0.0002200774,0.0003946176,0.0001163192],"domain_scores_gemma":[0.9936383,0.0006803352,0.004464269,0.0001775404,0.0005764489,0.0004630134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000728641,0.000007094049,0.9982833,0.00002834512,0.00006773532,0.00005688002,0.00001823781,0.0000339277,0.00007728913,0.000008912852,0.00009505093,0.001250463],"study_design_scores_gemma":[0.000005522436,0.00002982933,0.9992849,0.00002093754,0.00003491505,0.0002436965,0.00002384859,0.000151092,0.0000345276,0.00001529649,0.0001530732,0.000002384384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993645,0.003284178,0.0002713725,0.0002502534,0.00001450008,0.00001855782,0.001387955,0.00001212135,0.001116201],"genre_scores_gemma":[0.9988432,0.0004944808,0.0001280132,0.00002438515,0.00001471027,0.000003875573,0.000374556,0.000001662107,0.0001150734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05602849,"threshold_uncertainty_score":0.1114047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063356060909184,"score_gpt":0.2729686405660766,"score_spread":0.2623350799569847,"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."}}