{"id":"W3091328832","doi":"10.5114/pja.2020.99244","title":"Angioedema. Interdisciplinary diagnostic and therapeutic recommendations of the Polish Dermatological Society (PTD) and Polish Society of Allergology (PTA)","year":2020,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Angioedema; Dermatology; Pediatrics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005156475,0.0004615914,0.00148464,0.0001374985,0.0002621603,0.00002753836,0.0005492367,0.0006282071,0.0001504099],"category_scores_gemma":[0.0007855528,0.0003341292,0.0009095738,0.0004507489,0.001939169,0.0002201681,0.0008557889,0.0007830104,0.00000215881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006790229,"about_ca_system_score_gemma":0.0004025922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103788,"about_ca_topic_score_gemma":0.00005145404,"domain_scores_codex":[0.9964111,0.0004070149,0.001659011,0.0004822574,0.0003724911,0.000668092],"domain_scores_gemma":[0.9954931,0.001732224,0.00145338,0.0004020985,0.0004849937,0.0004341789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001327228,0.001216439,0.7359272,0.0007655783,0.004983636,0.0001108624,0.02782376,0.00007638616,0.006173844,0.01029077,0.2027496,0.008554748],"study_design_scores_gemma":[0.005382652,0.002510173,0.9662026,0.000389153,0.0009580694,0.004033162,0.006964174,0.0006126791,0.001817946,0.004667628,0.005958769,0.000503051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926578,0.009532616,0.0002234115,0.09609938,0.0005427133,0.0004387223,0.00006591305,0.00004272857,0.0003966995],"genre_scores_gemma":[0.9841294,0.005477373,0.001771439,0.007950028,0.0005064492,0.00001001224,0.0000221522,0.00004637175,0.00008681039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2302754,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308810201273333,"score_gpt":0.2902945242485343,"score_spread":0.259413504121201,"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."}}