{"id":"W3017952778","doi":"10.1111/all.14333","title":"Phenotype consensus is required to enable large‐scale genetic consortium studies of food allergy","year":2020,"lang":"en","type":"letter","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Waterloo; Allergan (Canada); McGill University Health Centre; AllerGen; Hospital for Sick Children; Université du Québec à Chicoutimi; University of Manitoba; Université Laval; BC Children's Hospital; Manitoba Health; University of Calgary; University of British Columbia; University of Toronto; Queen's University","funders":"Canadian Institutes of Health Research; Pfizer Canada","keywords":"Food allergy; Oral food challenge; Medicine; Population; Blinding; Genetic testing; Genome-wide association study; Gold standard (test); Clinical trial; Allergy; Immunology; Genetics; Biology; Pathology; Single-nucleotide polymorphism; Environmental health; Internal medicine; Gene; Genotype","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2381897,0.001692544,0.00441276,0.006170697,0.004383028,0.0105936,0.008812471,0.00964736,0.01142157],"category_scores_gemma":[0.2642056,0.001749296,0.002470703,0.005543733,0.00484261,0.01079425,0.01810941,0.0158331,0.008247885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0037761,"about_ca_system_score_gemma":0.01403385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006477968,"about_ca_topic_score_gemma":0.008023147,"domain_scores_codex":[0.8085937,0.1107111,0.02315786,0.01552156,0.03772097,0.004294802],"domain_scores_gemma":[0.576915,0.1234932,0.02078967,0.1076821,0.1445319,0.02658808],"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":[0.000914758,0.0004199154,0.03584822,0.00212732,0.0007795059,0.001088481,0.004189348,0.0008430594,0.00426729,0.07777008,0.5138576,0.3578945],"study_design_scores_gemma":[0.0009626357,0.0005386517,0.05552902,0.005577584,0.0003524325,0.0022691,0.003180381,0.001543998,0.001848638,0.1699931,0.757849,0.0003554096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01966415,0.02198887,0.2940265,0.5845625,0.02136838,0.004969157,0.009750013,0.003154492,0.04051591],"genre_scores_gemma":[0.1548071,0.01157722,0.4722493,0.2877154,0.01730413,0.01654149,0.02464511,0.003729306,0.01143094],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2381897,"threshold_uncertainty_score":0.9394477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740685241856312,"score_gpt":0.3134217803913712,"score_spread":0.2560149279728081,"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."}}