{"id":"W4319082321","doi":"10.1016/j.jaci.2022.12.555","title":"Abstract","year":2023,"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":"Simon Fraser University; BC Centre for Disease Control; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cohort; Food allergy; Retrospective cohort study; Oral food challenge; Allergy; Pediatrics; Internal medicine; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005658066,0.0006689197,0.000322565,0.001119068,0.0008883177,0.002094191,0.0008912664,0.001070108,0.6786029],"category_scores_gemma":[0.001435235,0.0001462502,0.000567975,0.0005561952,0.0002375107,0.0006012093,0.001085045,0.001142027,0.4325304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009577328,"about_ca_system_score_gemma":0.001777311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354272,"about_ca_topic_score_gemma":0.00300191,"domain_scores_codex":[0.99953,0.0000421822,0.00002049645,0.0000634653,0.0002628936,0.00008103151],"domain_scores_gemma":[0.9987891,0.00005601619,0.0000350111,0.00009847381,0.0006763041,0.0003451632],"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":[0.0003751734,0.0001606731,0.0008461705,0.0002945796,0.00001344784,0.0002615866,0.00004942768,0.00007420404,0.002669408,0.005467329,0.7705294,0.2192586],"study_design_scores_gemma":[0.00003953165,0.0000716491,0.001974538,0.0001286613,0.00001092384,0.0001954703,0.00006601027,0.00004538685,0.001396948,0.001594038,0.9944706,0.000006220053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003686704,0.002065634,0.002150664,0.01253393,0.01934495,0.0004653559,0.009581925,0.001049344,0.9491216],"genre_scores_gemma":[0.01307165,0.0009831558,0.000728209,0.003203484,0.00192531,0.0001075658,0.005563939,0.0001141882,0.9743024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3213971,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06141506107465695,"score_gpt":0.3977378470313949,"score_spread":0.3363227859567379,"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."}}