{"id":"W3126424812","doi":"10.1016/j.jaci.2020.12.394","title":"Predefined Clinical and Laboratory Criteria Predict Successful Transition from Peanut Oral Immunotherapy Daily Maintenance Dosing to Ad Lib Consumption","year":2021,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Peanut allergy; Medicine; Oral immunotherapy; Regimen; Oral food challenge; Dosing; Peanut butter; Anaphylaxis; Sensitization; Allergy; Food allergy; Internal medicine; Pediatrics; Immunology; Food science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701974,0.0002350509,0.0003909013,0.0003538219,0.0002832799,0.0007694422,0.0002091703,0.0005667477,0.002125786],"category_scores_gemma":[0.002185893,0.00008596187,0.0004113435,0.000350923,0.0002025649,0.0003687796,0.0002129988,0.0007850586,0.0003480068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313162,"about_ca_system_score_gemma":0.0006971695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126814,"about_ca_topic_score_gemma":0.002029842,"domain_scores_codex":[0.9997924,0.00003956237,0.00002704707,0.00003484049,0.00004842699,0.00005779332],"domain_scores_gemma":[0.9984499,0.0004126774,0.0005289496,0.00005064014,0.0001114041,0.0004464388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001427286,0.000301944,0.989865,0.00001872626,0.00006333763,0.000259434,0.00002417751,0.0001138152,0.001256753,0.00005537483,0.0003866343,0.00622742],"study_design_scores_gemma":[0.00004533513,0.0007355451,0.9963175,0.00002282243,0.00005723508,0.0009240019,0.0001024189,0.0009385895,0.000392059,0.00009982727,0.0003568713,0.000007723745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964238,0.0005542699,0.0001422719,0.0001864523,0.00003802405,0.00002552259,0.0001535154,0.00001189139,0.00246427],"genre_scores_gemma":[0.9992316,0.00009236022,0.0001491747,0.00009247479,0.00001626458,0.000007519406,0.0001701083,0.000003180676,0.0002373026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002125786,"threshold_uncertainty_score":0.00711149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944450766521727,"score_gpt":0.3720803396346952,"score_spread":0.3326358319694779,"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."}}