{"id":"W2163083601","doi":"10.7861/clinmedicine.12-2-164","title":"The urticarias: pathophysiology and management","year":2012,"lang":"en","type":"review","venue":"Clinical Medicine","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Angioedema; Histamine; Pathophysiology; Mast cell; Chronic urticaria; Dermatology; Disease; Immunology; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008578334,0.0003011276,0.00187028,0.00008106268,0.0001731557,0.000006774712,0.0001628244,0.0005792094,0.000198181],"category_scores_gemma":[0.0005126295,0.0001294189,0.0003553269,0.0002099075,0.001267313,0.0000152075,0.000156165,0.001095566,0.0002859372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002690333,"about_ca_system_score_gemma":0.00006822778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002046587,"about_ca_topic_score_gemma":4.595646e-7,"domain_scores_codex":[0.9974324,0.0003235184,0.001270982,0.0003923752,0.000197426,0.0003833452],"domain_scores_gemma":[0.9962035,0.002341035,0.0002558666,0.0007130436,0.00004970248,0.0004368776],"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":[0.00001460592,0.0000812518,0.00001006918,0.001624196,0.002045025,0.0000731523,0.00001274589,9.644561e-10,6.189713e-8,0.006823338,0.007475459,0.9818401],"study_design_scores_gemma":[0.0007822806,0.0004333411,0.0003731423,0.007341362,0.04171975,0.0001278072,0.00002945754,0.000001536844,5.100498e-9,0.000960999,0.9481091,0.0001212408],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002465555,0.9847694,0.00001730393,0.00345132,0.001928609,0.001019212,0.000004135784,0.00005003741,0.008757502],"genre_scores_gemma":[0.000007328564,0.9935607,0.00009453678,0.0009070018,0.002404279,0.0001370439,0.00007970069,0.00003882688,0.002770527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817188,"threshold_uncertainty_score":0.527755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336577684540964,"score_gpt":0.4540446700726055,"score_spread":0.320386901618509,"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."}}