{"id":"W4294539257","doi":"10.1111/cag.12800","title":"Investigating self‐reported food allergy prevalence in Waterloo Region, Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Waterloo","funders":"","keywords":"Food allergy; Medicine; Environmental health; Allergy; Prevalence; Demography; Population; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009741008,0.0002531781,0.000292395,0.001653753,0.002833349,0.001224297,0.001066684,0.0002769423,0.002230914],"category_scores_gemma":[0.002777433,0.000299941,0.0005520068,0.00420663,0.0007631904,0.0004926043,0.0008393879,0.0004534679,0.0002112159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02982922,"about_ca_system_score_gemma":0.04517072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981794,"about_ca_topic_score_gemma":0.9988985,"domain_scores_codex":[0.9987814,0.0000910719,0.00007114167,0.0001736608,0.0005336995,0.000349022],"domain_scores_gemma":[0.9972971,0.0001749415,0.0004189126,0.00007477248,0.001574452,0.0004598183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003261768,0.00002733757,0.9857875,0.0001242179,0.00005185607,0.00009214768,0.002967035,0.00008369803,0.0002672683,0.0002095967,0.003385852,0.006970907],"study_design_scores_gemma":[0.000003756733,0.00001634462,0.9926179,0.00008203858,0.00002641192,0.00004853876,0.004632472,0.0001695888,0.0001371236,0.000027858,0.002223218,0.00001480305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778814,0.001328812,0.000401773,0.0009372006,0.00002571674,0.0001418534,0.009971493,0.00002629084,0.009285513],"genre_scores_gemma":[0.9938174,0.0009854416,0.0005264668,0.0003124557,0.000006606799,0.00007709939,0.002298436,0.00000781036,0.00196833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02982922,"threshold_uncertainty_score":0.2164271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541140506847213,"score_gpt":0.2108279860617258,"score_spread":0.1954165809932536,"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."}}