{"id":"W3014510579","doi":"10.1111/all.14293","title":"Definition, aims, and implementation of GA<sup>2</sup>LEN/HAEi Angioedema Centers of Reference and Excellence","year":2020,"lang":"en","type":"article","venue":"Allergy","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"AllerGen; University of Toronto; University of Alberta; St. Michael's Hospital; McGill University Health Centre","funders":"Teva Pharmaceutical Industries","keywords":"Angioedema; Medicine; Excellence; Audit; Certification; Dermatology; Intensive care medicine; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0910758,0.0009174856,0.0006514377,0.00561725,0.004241086,0.01540231,0.005168097,0.004414171,0.007785076],"category_scores_gemma":[0.06972125,0.001002934,0.001069181,0.003825739,0.003918457,0.005167476,0.01023525,0.00425658,0.007874236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01484063,"about_ca_system_score_gemma":0.07295085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01905703,"about_ca_topic_score_gemma":0.02122546,"domain_scores_codex":[0.932228,0.02428626,0.009831735,0.003727594,0.02141956,0.008506824],"domain_scores_gemma":[0.8847803,0.01186432,0.01040715,0.008441512,0.06524587,0.0192609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004893491,0.0009238656,0.06384668,0.002778847,0.00009136627,0.0009179773,0.006556316,0.002705327,0.004932857,0.2020998,0.3974659,0.3171917],"study_design_scores_gemma":[0.0001182938,0.0004555208,0.07302805,0.002588841,0.00005422539,0.0007995349,0.003953239,0.001874092,0.003614109,0.007307863,0.9060372,0.0001690258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07928006,0.01002913,0.1497866,0.1184833,0.00777898,0.07718544,0.01332806,0.006922857,0.5372055],"genre_scores_gemma":[0.2860575,0.004550633,0.500872,0.03908896,0.001490194,0.04094442,0.01856489,0.001544174,0.1068871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0910758,"threshold_uncertainty_score":0.4816606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964523248078664,"score_gpt":0.2685243885321122,"score_spread":0.2388791560513256,"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."}}