{"id":"W2769707359","doi":"10.1111/all.13355","title":"Perspectives in allergen immunotherapy: 2017 and beyond","year":2017,"lang":"en","type":"review","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Allergopharma","keywords":"Allergen immunotherapy; Medicine; Allergen; Immunotherapy; Immunology; Allergy; Immune system","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"],"consensus_categories":[],"category_scores_codex":[0.0001785238,0.0003631075,0.001583406,0.0002336552,0.0001230283,0.00005625351,0.0001545947,0.0003692237,0.0002296942],"category_scores_gemma":[0.00007426358,0.0002923427,0.0002486287,0.00006773442,0.0001222402,0.00008826958,0.00007102299,0.0003333426,0.0000411974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009671725,"about_ca_system_score_gemma":0.0002421583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074181,"about_ca_topic_score_gemma":0.0001403997,"domain_scores_codex":[0.998536,0.00008832404,0.0004433436,0.0004849575,0.0001901038,0.0002572959],"domain_scores_gemma":[0.9988478,0.00005810488,0.0003046589,0.0006211426,0.00007033967,0.00009788672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002726131,0.00008733601,0.000003712664,0.001029602,0.0006798147,0.0003413644,0.001104049,1.661805e-7,7.307934e-7,0.001907216,0.003079927,0.9917388],"study_design_scores_gemma":[0.0006897163,0.00008702618,0.0002399732,0.003326666,0.00008366581,0.000337658,0.0001675727,0.00001151173,5.953981e-8,0.0001203427,0.9946612,0.0002746144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001999775,0.9549783,0.000007238677,0.000247248,0.0001764363,0.0004976165,0.00001052256,0.00002827693,0.04403436],"genre_scores_gemma":[0.00006126286,0.9935597,0.0001884653,0.0000871357,0.0002753149,0.00003707105,0.0001795874,0.00007030049,0.005541122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9915813,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08972811480654125,"score_gpt":0.3696532753102473,"score_spread":0.2799251605037061,"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."}}