{"id":"W3131316079","doi":"10.20944/preprints202102.0465.v1","title":"Oral Immunotherapy for Food-Allergic Children: A Pro-Con Debate","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"Agencia Estatal de Investigación; Instituto de Salud Carlos III","keywords":"Eosinophilic esophagitis; Medicine; Oral immunotherapy; Food allergy; Desensitization (medicine); Intensive care medicine; Allergy; Clinical trial; Protocol (science); Randomized controlled trial; Peanut allergy; Adjuvant; Quality of life (healthcare); Anaphylaxis; Immunology; Alternative medicine; Disease; Internal medicine; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008482208,0.0006182061,0.001061385,0.0003093332,0.0002044148,0.00007093591,0.0007244854,0.0006969915,0.002066424],"category_scores_gemma":[0.0003524603,0.000587325,0.0008990532,0.0002807289,0.0001816565,0.00009429651,0.001370011,0.001761704,0.0003141508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830119,"about_ca_system_score_gemma":0.0008356405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377351,"about_ca_topic_score_gemma":0.0001263461,"domain_scores_codex":[0.995947,0.0001938437,0.0007226864,0.001605581,0.0006910115,0.0008398783],"domain_scores_gemma":[0.9969144,0.00008918581,0.0001927016,0.001953312,0.0005290788,0.0003213597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00683423,0.004571281,0.805395,0.004067813,0.01428682,0.0003122338,0.003756536,0.000573805,0.1210943,0.001109961,0.001121218,0.03687679],"study_design_scores_gemma":[0.006792125,0.001115004,0.8142582,0.001330577,0.00007825359,0.0001558101,0.0001949753,0.0003688886,0.1378637,0.001066922,0.03558101,0.001194608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878858,0.002481689,0.0001904335,0.001950596,0.0005085186,0.003016439,0.00006876849,0.0002509568,0.003646785],"genre_scores_gemma":[0.9906566,0.001679246,0.0007479839,0.0005384841,0.0004889821,0.001077788,0.0006601909,0.0001570896,0.003993676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03568219,"threshold_uncertainty_score":0.9996578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125466650862724,"score_gpt":0.3782413076587675,"score_spread":0.2527746567960436,"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."}}