{"id":"W2904889463","doi":"10.1186/s13223-018-0310-5","title":"Review of cold-induced urticaria characteristics, diagnosis and management in a Western Canadian allergy practice","year":2018,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dermatology; Disease; Allergy; Family history; Clinical Practice; Pediatrics; Internal medicine; Immunology; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003466399,0.0001469688,0.0005333339,0.0001342107,0.0000674615,0.00000911506,0.0000884023,0.000296006,0.0002193194],"category_scores_gemma":[0.0005740432,0.0001304161,0.00006775038,0.0001622408,0.0004111868,0.00006777534,0.00009872225,0.0003520421,0.00004474193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003199836,"about_ca_system_score_gemma":0.000130823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006523338,"about_ca_topic_score_gemma":0.01204628,"domain_scores_codex":[0.9982995,0.0002140753,0.0007618375,0.0003376123,0.00008162899,0.0003053251],"domain_scores_gemma":[0.9987441,0.0003669188,0.0001657676,0.0003206727,0.0001772024,0.0002253172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004282601,0.009395505,0.1961353,0.002367732,0.09272562,0.005101951,0.002476461,1.354041e-7,0.002218212,0.2032515,0.02009525,0.4619498],"study_design_scores_gemma":[0.001978256,0.001553566,0.5846968,0.002072477,0.0006028209,0.0001460214,0.0001224078,0.00001555594,0.00002815595,0.00006166843,0.4085665,0.0001557656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049899,0.03326904,0.00002135637,0.04912548,0.0009042755,0.001043016,0.00001752311,0.00003979738,0.01058963],"genre_scores_gemma":[0.5293775,0.4595205,0.000298752,0.01026755,0.0001051995,0.00007267448,0.00002946764,0.00001892055,0.000309485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.461794,"threshold_uncertainty_score":0.9861379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756557546211394,"score_gpt":0.3389919652239102,"score_spread":0.3114263897617963,"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."}}