{"id":"W4411662335","doi":"10.1111/pai.70128","title":"Reply to Gonzalez‐Labrador et al.","year":2025,"lang":"en","type":"letter","venue":"Pediatric Allergy and Immunology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002676271,0.001030096,0.00122472,0.001001839,0.003089051,0.002894545,0.001916271,0.03858902,0.009004535],"category_scores_gemma":[0.02114889,0.0007526862,0.0009966053,0.0007899472,0.002195883,0.004675574,0.001577572,0.02812844,0.01148857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783193,"about_ca_system_score_gemma":0.003132786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004397202,"about_ca_topic_score_gemma":0.004881925,"domain_scores_codex":[0.9978582,0.0006331968,0.000281562,0.0003172911,0.0006089261,0.0003008016],"domain_scores_gemma":[0.9947978,0.001917922,0.0004123081,0.0001523275,0.001670124,0.001049438],"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":[0.00002132884,0.00001242544,0.0003398279,0.00003303308,0.000006877359,0.001430378,0.00008689283,0.00002162142,0.0000428748,0.0004469973,0.9950825,0.002475239],"study_design_scores_gemma":[0.0001116884,0.00007337592,0.00135541,0.000430593,0.00003642515,0.0120624,0.0008885971,0.0003375871,0.0002532376,0.005515008,0.9788306,0.0001049581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002833051,0.001435639,0.00005715712,0.9725566,0.02410572,0.00001017827,0.00006719147,0.00003846423,0.001445681],"genre_scores_gemma":[0.002570462,0.001331521,0.0001338335,0.9574471,0.0343057,0.00003347328,0.00004838002,0.00002322185,0.004106508],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03858902,"threshold_uncertainty_score":0.03012317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009181158013546189,"score_gpt":0.253129998074688,"score_spread":0.2439488400611418,"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."}}