{"id":"W3047174908","doi":"10.1016/j.jaip.2020.07.039","title":"Prevalence of Physician-Reported Food Allergy in Canadian Children","year":2020,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institute for Military and Veteran Health Research; International Business Machines Corporation; DBV Technologies","keywords":"Medicine; Food allergy; Allergy; Odds ratio; Comorbidity; Medical prescription; Cohort; Pediatrics; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001878147,0.0001199437,0.000447598,0.0001500284,0.00004665184,0.000005941472,0.0003107145,0.0002093707,0.00007129263],"category_scores_gemma":[0.004010723,0.0000847047,0.0001082649,0.0003460885,0.0004094082,0.0002240544,0.00008198671,0.001615746,0.000005985967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003419491,"about_ca_system_score_gemma":0.0006822699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008173025,"about_ca_topic_score_gemma":0.02056702,"domain_scores_codex":[0.9974599,0.0007657273,0.001075483,0.0001559576,0.00023219,0.0003106782],"domain_scores_gemma":[0.9975156,0.001205703,0.000601172,0.0002133614,0.0002455898,0.0002186336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1283962,0.0150834,0.4487357,0.0004023148,0.1332954,0.006443921,0.01537167,0.001222807,0.01521291,0.01552462,0.005203286,0.2151078],"study_design_scores_gemma":[0.003999413,0.007628593,0.9741508,0.0002125601,0.0001124297,0.000642091,0.001086435,0.0001135148,0.0002327026,0.0001922414,0.01150758,0.000121626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566398,0.009512343,0.000004622163,0.03179759,0.00009838387,0.0001306917,0.000002400472,0.000003231037,0.001810902],"genre_scores_gemma":[0.9460672,0.05117005,0.00009251395,0.002500404,0.0001128375,9.785756e-7,0.00000127244,0.00001003518,0.00004468075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5254151,"threshold_uncertainty_score":0.9984316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341346892467109,"score_gpt":0.3636011864985705,"score_spread":0.3201877175738994,"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."}}