{"id":"W4396587902","doi":"10.1111/pai.14130","title":"Skin‐centered strategies in food allergy prevention","year":2024,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Psychological intervention; Food allergy; Allergy; Clinical trial; Skin barrier; Randomized controlled trial; Intensive care medicine; Dermatology; Immunology; Surgery; Internal medicine","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":[0.0001585341,0.0001823209,0.0002676898,0.0005079546,0.00007089745,0.00005712515,0.0001060081,0.0002372948,0.0004123191],"category_scores_gemma":[0.00003295562,0.000161308,0.00009826601,0.0004663409,0.0001081107,0.0002120839,0.0001034285,0.0004726459,0.00007406338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004197667,"about_ca_system_score_gemma":0.000250774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006713779,"about_ca_topic_score_gemma":0.0003839417,"domain_scores_codex":[0.9986233,0.00009210429,0.0003080724,0.0003999515,0.000156902,0.0004196957],"domain_scores_gemma":[0.9995891,0.0000751284,0.00003159526,0.0001876008,0.00004332522,0.00007326384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008201225,0.005397941,0.007945576,0.003686298,0.01261516,0.003166931,0.01021531,0.0002097894,0.01210889,0.3466016,0.01933625,0.570515],"study_design_scores_gemma":[0.006700349,0.009065102,0.3715638,0.0002997336,0.00002193292,0.0006245759,0.003116749,0.001206779,0.0005263754,0.01501,0.5909797,0.0008849144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075961,0.08290948,0.0001953918,0.001329226,0.000424795,0.0002058756,0.000004007495,0.0001164759,0.007218643],"genre_scores_gemma":[0.961194,0.03628719,0.00009052175,0.00004970409,0.0003151673,0.00003837731,0.00004549833,0.00002320833,0.001956375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5716435,"threshold_uncertainty_score":0.657795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966268073156839,"score_gpt":0.2912415715571797,"score_spread":0.2715788908256113,"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."}}