{"id":"W2796219974","doi":"10.5114/pja.2018.74442","title":"Management of drug hypersensitivity. Guidelines of the Section of Drug Hypersensitivity of the Polish Society of Allergology","year":2018,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.00542283,0.0009200041,0.001145373,0.003822108,0.0009257998,0.002020089,0.001509249,0.003175992,0.03479149],"category_scores_gemma":[0.01324379,0.0005416274,0.001264196,0.002135191,0.0006162308,0.002271183,0.001873276,0.005298823,0.03717894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165887,"about_ca_system_score_gemma":0.006311292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005358234,"about_ca_topic_score_gemma":0.009532543,"domain_scores_codex":[0.9954144,0.001021824,0.001318557,0.0001423938,0.001793119,0.0003096618],"domain_scores_gemma":[0.9834282,0.001724302,0.001901881,0.0004997404,0.01111034,0.001335533],"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":[0.00005961351,0.00009586891,0.0009706363,0.000895991,0.00001170363,0.0002940253,0.0001222672,0.00006038488,0.0005841213,0.0006226817,0.8478416,0.1484411],"study_design_scores_gemma":[0.00002854429,0.00004797853,0.003918293,0.002251191,0.00002152026,0.001225078,0.0001404532,0.00005362452,0.0003521095,0.0006885774,0.9912566,0.00001603655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005679586,0.3021958,0.0218078,0.2574977,0.03819574,0.006241462,0.01301597,0.004641172,0.3507249],"genre_scores_gemma":[0.04117427,0.424099,0.06805437,0.092453,0.01923578,0.006552718,0.03890815,0.001477583,0.3080452],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03479149,"threshold_uncertainty_score":0.1163892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058058159629621,"score_gpt":0.2992229009648223,"score_spread":0.2686423193685261,"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."}}