{"id":"W2795172636","doi":"10.1111/all.13446","title":"“To screen or not to screen”: Comparing the health and economic benefits of early peanut introduction strategies in five countries","year":2018,"lang":"en","type":"article","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Agency for Healthcare Research and Quality","keywords":"Peanut allergy; Medicine; Allergy; Pediatrics; Population; Environmental health; Family medicine; Food allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01038492,0.001327046,0.001673087,0.001247468,0.0004672599,0.001813846,0.001298981,0.002297253,0.002219293],"category_scores_gemma":[0.02492179,0.0008470939,0.005496114,0.001091337,0.001434051,0.001773761,0.002285492,0.002144145,0.00009895239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003871789,"about_ca_system_score_gemma":0.003140097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02071672,"about_ca_topic_score_gemma":0.008887684,"domain_scores_codex":[0.9926478,0.005460463,0.0003049811,0.0004668426,0.0001999738,0.0009200443],"domain_scores_gemma":[0.9855456,0.01025362,0.001873342,0.0004789929,0.0005943486,0.001254172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.09997123,0.005354254,0.1777713,0.004580321,0.0206327,0.0005750236,0.000719989,0.6015387,0.001226229,0.01829594,0.004429609,0.06490466],"study_design_scores_gemma":[0.05992252,0.1086672,0.3859247,0.005383442,0.02771083,0.001228421,0.006313582,0.3686721,0.004634738,0.02155841,0.009336502,0.0006476537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985905,0.005647853,0.002434642,0.001094639,0.0001508429,0.0005898172,0.001496173,0.00004807708,0.002633098],"genre_scores_gemma":[0.9970132,0.0006514427,0.001185383,0.0002246531,0.00001334215,0.0002381011,0.000563068,0.000005725022,0.0001050762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02071672,"threshold_uncertainty_score":0.05492133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101671886136611,"score_gpt":0.3271132193656429,"score_spread":0.2860965005042768,"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."}}