{"id":"W4403054733","doi":"10.58931/cait.2021.1217","title":"Mast Cell Disorders: Overview, Clinical Pearls and Perspectives","year":2021,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Mast cell; Medicine; Immunology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002168098,0.0002932802,0.0005045614,0.0001836855,0.000397924,0.00003485239,0.0002796951,0.000616015,0.0111962],"category_scores_gemma":[0.0001073049,0.0003117149,0.000175107,0.0001770596,0.0008756915,0.00008591243,0.0001569808,0.0006785702,0.001133492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078265,"about_ca_system_score_gemma":0.0007139717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02239579,"about_ca_topic_score_gemma":0.2658778,"domain_scores_codex":[0.9976344,0.0004162545,0.000442061,0.0007007892,0.00002992467,0.0007766314],"domain_scores_gemma":[0.9988993,0.0001470229,0.0001100286,0.0005600263,0.0001284229,0.0001551781],"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":[0.0008268229,0.002902825,0.03661818,0.0002393412,0.008434779,0.001779211,0.01843041,0.00001309915,0.1738034,0.2432449,0.3119589,0.2017481],"study_design_scores_gemma":[0.001648145,0.000166599,0.05557403,0.00001861154,0.00003312585,0.0001469558,0.003496053,0.000001529536,0.0006420175,0.000296898,0.9376298,0.000346289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4233416,0.4273808,0.00003233501,0.01103682,0.003140897,0.0003203702,0.0001746926,0.0001231016,0.1344493],"genre_scores_gemma":[0.887093,0.02925211,0.0001536592,0.001246331,0.00009666381,0.00002273165,0.0002632374,0.00005037996,0.08182186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6256709,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179631505123364,"score_gpt":0.2360938689487302,"score_spread":0.2181307184363938,"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."}}