{"id":"W4394956342","doi":"10.5114/ada.2024.138836","title":"Allergy to ceftazidime/avibactam: diagnosis and desensitization","year":2024,"lang":"en","type":"article","venue":"Advances in Dermatology and Allergology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Desensitization (medicine); Allergy; Ceftazidime/avibactam; Dermatology; Immunology; Ceftazidime; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000541406,0.0001420681,0.0003006531,0.0003171656,0.00005778408,0.000009799349,0.00003387532,0.0001698403,0.00001611472],"category_scores_gemma":[0.00011992,0.0001331771,0.00002571266,0.0002408027,0.0001649204,0.0002125527,0.00006023303,0.0002184472,0.00004359141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002912867,"about_ca_system_score_gemma":0.00004166099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001818237,"about_ca_topic_score_gemma":0.0004272015,"domain_scores_codex":[0.9990325,0.00006269755,0.0002163445,0.0003700253,0.00005507871,0.0002633338],"domain_scores_gemma":[0.9993432,0.0003539714,0.00002307571,0.0001269692,0.00002848796,0.000124256],"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":[0.0001835253,0.0004019355,0.1280051,0.0007903524,0.0005029464,0.008321252,0.002885345,0.0003386402,0.006983565,0.08749639,0.001925742,0.7621652],"study_design_scores_gemma":[0.00104318,0.00007806236,0.09747026,0.0002590293,0.00005696468,0.01106293,0.0004572629,0.0009013498,0.001528703,0.003403312,0.8834506,0.0002883119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471295,0.02230297,0.0008151021,0.01644804,0.0008124125,0.000376372,0.000004444641,0.0001666017,0.01194457],"genre_scores_gemma":[0.9771402,0.02033691,0.0009894003,0.001221438,0.00004988351,0.00007848004,0.00001600371,0.00001771333,0.0001499917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8815249,"threshold_uncertainty_score":0.5430806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016571177149398,"score_gpt":0.3064366312767013,"score_spread":0.2962709195052073,"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."}}