{"id":"W2801921697","doi":"10.1007/978-3-319-58027-2_2","title":"Update in Pediatric Allergy","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Atopic dermatitis; Clinical Practice; Medicine; Food allergy; Allergy; Dermatology; Best practice; Anaphylaxis; Pediatrics; Family medicine; Immunology; Political 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":[0.0007095849,0.001171918,0.001040746,0.003461163,0.0005221225,0.002113913,0.0009130064,0.001727517,0.06847128],"category_scores_gemma":[0.002253647,0.0004377359,0.0006060217,0.002788591,0.0004121289,0.002484816,0.001851285,0.00379654,0.03236774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086984,"about_ca_system_score_gemma":0.001692974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171282,"about_ca_topic_score_gemma":0.005206878,"domain_scores_codex":[0.999529,0.00007465328,0.00003373588,0.00005260049,0.0002532862,0.00005667619],"domain_scores_gemma":[0.9990036,0.0003142909,0.00008895307,0.00004304206,0.0003361789,0.0002138977],"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":[0.00001494705,0.00002986334,0.0001034439,0.0006555128,0.000007348106,0.00009433181,0.00002981565,0.0001035509,0.0001917963,0.001489943,0.7565692,0.2407102],"study_design_scores_gemma":[0.000003799838,0.00000773895,0.00016301,0.0005529942,0.00000620534,0.0002109099,0.00001166924,0.0000165191,0.00002966557,0.0004466275,0.9985482,0.000002657956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004506566,0.7783735,0.001464522,0.01692737,0.05511783,0.00005290998,0.0004622817,0.0003205638,0.1468303],"genre_scores_gemma":[0.002477102,0.6946781,0.002610539,0.01936409,0.0466755,0.0001173986,0.00100359,0.0002150441,0.2328587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06847128,"threshold_uncertainty_score":0.2290593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594323270013432,"score_gpt":0.284151455257143,"score_spread":0.2582082225570086,"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."}}