{"id":"W4389994565","doi":"10.1002/clt2.12322","title":"Food allergy: What are people looking for? An infodemiology study","year":2023,"lang":"en","type":"letter","venue":"Clinical and Translational Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Food allergy; Allergy; Food hypersensitivity; Family medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009381479,0.000451778,0.001244155,0.0002721398,0.0002624267,0.00009951155,0.000285724,0.00134787,0.0001648385],"category_scores_gemma":[0.0002922688,0.0003826459,0.0005181688,0.0002487783,0.0003033238,0.0002563884,0.00007765131,0.002216935,0.00004491707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001046054,"about_ca_system_score_gemma":0.0002552322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000410709,"about_ca_topic_score_gemma":0.003359742,"domain_scores_codex":[0.9960755,0.0003706945,0.001164996,0.001107533,0.000647715,0.000633541],"domain_scores_gemma":[0.9964182,0.002285504,0.0002201009,0.0004471402,0.0003249569,0.000304047],"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":[0.005286672,0.003937441,0.07886338,0.0014639,0.01375431,0.0008927872,0.001776921,0.0002124774,0.000003469463,0.001956847,0.8058501,0.08600165],"study_design_scores_gemma":[0.004147068,0.007512072,0.1938069,0.0002523665,0.00003536853,0.00002526467,0.0004155599,0.0006735142,2.647413e-7,0.004797984,0.7879015,0.0004321468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08650329,0.003361458,0.0003296228,0.9049172,0.001730978,0.002108764,0.0002180433,0.0002986756,0.0005320152],"genre_scores_gemma":[0.4113427,0.01126785,0.0007564547,0.5343444,0.02542153,0.0009325084,0.008128137,0.0004660187,0.007340403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3705727,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493060853991568,"score_gpt":0.407873740123277,"score_spread":0.2585676547241202,"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."}}