{"id":"W4416832418","doi":"10.1542/peds.2025-074246c","title":"Potential Conflict of Interest Disclosures","year":2025,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advisory committee; Executive committee; Conflict of interest; Executive director; Food allergy; Allergy; Asthma","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004886785,0.0007587651,0.001645038,0.001103871,0.001555257,0.0028893,0.002161033,0.004144167,0.2228454],"category_scores_gemma":[0.05783863,0.0004026641,0.000626184,0.001528244,0.00119446,0.001832186,0.00229306,0.002729754,0.02631926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888627,"about_ca_system_score_gemma":0.009742446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468774,"about_ca_topic_score_gemma":0.003427662,"domain_scores_codex":[0.991433,0.002010974,0.0009143979,0.001079312,0.003443572,0.001118708],"domain_scores_gemma":[0.9573842,0.0150335,0.005230201,0.002250839,0.01421727,0.005884007],"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":[0.0001797253,0.0001083611,0.002473333,0.001482282,0.00006625522,0.002102052,0.0003896318,0.00008234508,0.0002762502,0.01026375,0.8977439,0.0848321],"study_design_scores_gemma":[0.0002836334,0.0001372458,0.002068716,0.00368793,0.00008693068,0.006987898,0.000828467,0.0003192201,0.0003108746,0.004552373,0.9806933,0.00004344078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01394647,0.1320228,0.005854318,0.2758627,0.06701472,0.002144976,0.03543476,0.001281532,0.4664377],"genre_scores_gemma":[0.3462987,0.1096398,0.02948514,0.158352,0.04919241,0.005152382,0.03754301,0.0007298634,0.2636068],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9958558,"threshold_uncertainty_score":0.7454922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4813638048178082,"score_gpt":0.5606951015426345,"score_spread":0.0793312967248263,"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."}}