{"id":"W4389050724","doi":"10.5114/pja.2023.133214","title":"Preparation of patients with mastocytosis and mast cell activation syndrome for surgery, childbirth, and radiological examinations","year":2023,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiological weapon; Childbirth; Living cell; Surgery; Pregnancy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005095964,0.000286734,0.0005824893,0.0008797823,0.0009534804,0.0004728506,0.0004228076,0.0009423223,0.0122869],"category_scores_gemma":[0.002783002,0.0002168604,0.0005689148,0.0003252615,0.0001805866,0.0004322257,0.0005608356,0.001231948,0.002486653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473943,"about_ca_system_score_gemma":0.0009629228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002256739,"about_ca_topic_score_gemma":0.002901361,"domain_scores_codex":[0.999643,0.00008568422,0.00005857383,0.00003550088,0.00008136049,0.00009583418],"domain_scores_gemma":[0.9993063,0.0001171045,0.0001335366,0.00003348003,0.0001206166,0.0002888661],"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":[0.004805193,0.001475212,0.2334222,0.002289902,0.000138358,0.07101931,0.002143314,0.0003763397,0.02311653,0.001146588,0.2658342,0.3942328],"study_design_scores_gemma":[0.001062192,0.006176515,0.595208,0.004413739,0.0003871096,0.1033463,0.003762217,0.0008035993,0.009492104,0.001946681,0.2731403,0.0002612945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6955715,0.125069,0.007778776,0.06845927,0.01086905,0.005024233,0.003626425,0.0009081991,0.08269345],"genre_scores_gemma":[0.8820615,0.05580723,0.01410187,0.01535503,0.003682191,0.00250632,0.003383731,0.0001253209,0.02297685],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0122869,"threshold_uncertainty_score":0.04110378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198939122573966,"score_gpt":0.2294266187493139,"score_spread":0.2174372275235742,"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."}}