{"id":"W4391348119","doi":"10.15690/vramn10923","title":"The Prevalence of Sensitization Profiles to Various Allergens in Children in the Moscow Metropolitan Area","year":2024,"lang":"en","type":"article","venue":"Annals of the Russian academy of medical sciences","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Metropolitan area; Sensitization; Environmental health; Medicine; Geography; Demography; Immunology; Pathology; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.004538279,0.0000890911,0.0001978519,0.0001824736,0.0001019107,0.0000164236,0.001062645,0.0001173795,0.00008814876],"category_scores_gemma":[0.00093197,0.00003625597,0.00009372486,0.001649336,0.001254413,0.00006633655,0.0001596315,0.0004489611,0.000002709064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467737,"about_ca_system_score_gemma":0.0002374836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003410215,"about_ca_topic_score_gemma":0.0001001486,"domain_scores_codex":[0.9969044,0.0002919767,0.0004160385,0.0002191908,0.00185902,0.0003093963],"domain_scores_gemma":[0.9992115,0.0004477226,0.00007939746,0.000145861,0.000009581817,0.0001058974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001588115,0.000474967,0.06611535,0.0009951601,0.0002037649,0.00001275888,0.003635716,0.0001367734,0.0009975557,0.8954511,0.007346321,0.02447168],"study_design_scores_gemma":[0.0002534715,0.0005910498,0.9518325,0.002416526,0.00001029558,0.00003384704,0.0005758947,0.003273339,0.01146918,0.02703898,0.002395767,0.0001091054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5173045,0.003033499,0.000004975877,0.4780014,0.0000321928,0.000295779,0.00000829252,0.000003919642,0.001315459],"genre_scores_gemma":[0.9956925,0.00307329,0.00004220861,0.0009170533,0.00005979115,0.00000886632,4.909816e-7,0.000003853929,0.0002019551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8857172,"threshold_uncertainty_score":0.4621937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883936599574675,"score_gpt":0.3947121853255454,"score_spread":0.3258728193297986,"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."}}