{"id":"W3100643583","doi":"10.1186/s13223-020-00496-0","title":"Refractory chronic urticaria in adults: clinical characterization and predictors of severity","year":2020,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic urticaria; Refractory (planetary science); Medicine; Dermatology; Materials science; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003596914,0.0002365401,0.0003301672,0.0006034738,0.0002526893,0.0003163929,0.0001337034,0.0003195019,0.001286979],"category_scores_gemma":[0.001344248,0.0001157872,0.0001549677,0.0005310941,0.0001675877,0.0003195452,0.000303261,0.0002347248,0.0001853964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148814,"about_ca_system_score_gemma":0.0001789694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006019042,"about_ca_topic_score_gemma":0.0008196403,"domain_scores_codex":[0.9997078,0.00006788569,0.00005440076,0.00005313094,0.00006469474,0.00005211791],"domain_scores_gemma":[0.9989452,0.0001403851,0.0005927634,0.00002641786,0.00008747287,0.0002077002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006190026,0.00002328417,0.9983584,0.00001101411,0.000005222932,0.0001982827,0.00003476711,0.00001111515,0.0002560569,0.000006435097,0.00005217702,0.0009813796],"study_design_scores_gemma":[0.000006557928,0.000132925,0.9970115,0.00001029625,0.000005401148,0.002493629,0.0001029969,0.00007978745,0.00003428338,0.00001001531,0.0001110023,0.000001494998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991799,0.0004038541,0.00003858487,0.00002427798,0.000002828072,0.000009678763,0.0001031624,0.000001426108,0.0002361444],"genre_scores_gemma":[0.9995952,0.0001207715,0.00005614733,0.00001359902,0.0000144486,0.000006457376,0.0001631812,4.317657e-7,0.00002977069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001286979,"threshold_uncertainty_score":0.004305363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605668483229283,"score_gpt":0.2927121054151564,"score_spread":0.2766554205828635,"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."}}