{"id":"W7161767705","doi":"10.82308/46685","title":"Assessing risk factors associated with a positive graded oral challenge (GOC) in children with suspected amoxicillin allergy","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibacterial agent; Medical screening; Provocation test; Allergy; Lung disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183195,0.0003679165,0.0003835316,0.0009705875,0.0003757252,0.0008384138,0.0005392933,0.001005636,0.00214187],"category_scores_gemma":[0.007043967,0.0003427187,0.0007667555,0.0008706498,0.0003786682,0.0006930874,0.000753885,0.00113745,0.0002750291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006659879,"about_ca_system_score_gemma":0.0009403272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394246,"about_ca_topic_score_gemma":0.01207703,"domain_scores_codex":[0.9987364,0.0003761431,0.0001381729,0.0001877885,0.0003319524,0.0002294169],"domain_scores_gemma":[0.9968666,0.001032137,0.001316599,0.0001144331,0.0003292363,0.0003408688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004656026,0.00002218331,0.9986132,0.00001581884,0.00001423403,0.00008524874,0.00004702624,0.00002470039,0.00005667472,0.000009983477,0.00007047554,0.0009937981],"study_design_scores_gemma":[0.000005883158,0.0001866356,0.998129,0.00005626771,0.00003927733,0.00051908,0.0003540446,0.0003004004,0.0001070786,0.00002383697,0.0002731988,0.00000540713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973014,0.001405416,0.0001174809,0.0002003071,0.00001701255,0.00002541112,0.0002128905,0.000005355998,0.0007147088],"genre_scores_gemma":[0.9989288,0.0004004744,0.0002215764,0.00006918584,0.00001353311,0.00001977716,0.000181585,0.000002338702,0.0001625278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394246,"threshold_uncertainty_score":0.0277226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007113492870257,"score_gpt":0.2899376163510296,"score_spread":0.259866481422327,"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."}}