{"id":"W2581300200","doi":"10.1111/all.13135","title":"Novel approaches and perspectives in allergen immunotherapy","year":2017,"lang":"en","type":"review","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Allergopharma; Regeneron Pharmaceuticals; Novartis; Merck","keywords":"Medicine; Allergen immunotherapy; Public health; Clinical trial; Immunotherapy; Harmonization; Allergy; Immunology; Intensive care medicine; Allergen; Pathology","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":[0.001566921,0.001019697,0.001456415,0.002619086,0.0004731955,0.001990831,0.001094021,0.00216242,0.004813308],"category_scores_gemma":[0.00131505,0.0003342209,0.001046756,0.002236354,0.001258981,0.003766194,0.001550927,0.003845409,0.00202327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009153167,"about_ca_system_score_gemma":0.001838645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006718491,"about_ca_topic_score_gemma":0.001119219,"domain_scores_codex":[0.9994135,0.0001469468,0.00008732031,0.0001033574,0.000185633,0.00006329834],"domain_scores_gemma":[0.9993137,0.0004411748,0.00006183,0.00002572168,0.0001165766,0.0000408961],"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":[0.000107482,0.000132322,0.0002232719,0.05084297,0.0001778219,0.0005173877,0.0003068947,0.0005775274,0.00319989,0.03610663,0.03059492,0.8772129],"study_design_scores_gemma":[0.00001819642,0.00008057506,0.0003298295,0.004942433,0.00007254257,0.001095271,0.0001384938,0.00007985179,0.0003693278,0.009604914,0.9832502,0.00001827732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005709854,0.9980097,0.0001857999,0.0005817576,0.0003852099,0.000003919629,0.000006153929,0.000003776278,0.0007665309],"genre_scores_gemma":[0.0007249307,0.9975446,0.0002828585,0.0006068381,0.0004679723,0.000009881558,0.0000163086,0.000001354198,0.0003453565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004813308,"threshold_uncertainty_score":0.01610214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2512149048931525,"score_gpt":0.3553878357555473,"score_spread":0.1041729308623948,"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."}}