{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001703338,0.0003468364,0.00146511,0.0002023712,0.00009184814,0.00004775407,0.0001335841,0.0003429235,0.00009343582],"category_scores_gemma":[0.00005967764,0.0002733409,0.0002298924,0.00007570675,0.0001143056,0.00007109578,0.00005960627,0.0003032614,0.00001314676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008859506,"about_ca_system_score_gemma":0.0001974919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253446,"about_ca_topic_score_gemma":0.0001124635,"domain_scores_codex":[0.9986575,0.00005339355,0.0004123099,0.0004781532,0.0001698006,0.0002288625],"domain_scores_gemma":[0.9990685,0.00005255836,0.0002579447,0.0005003532,0.00004188296,0.00007876605],"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":[0.00002277551,0.0001492126,0.000002618323,0.001112247,0.0006334948,0.00005880654,0.0009904137,5.642268e-7,0.00000135319,0.002602451,0.0002197568,0.9942063],"study_design_scores_gemma":[0.0008201124,0.00006713557,0.0003378807,0.003638558,0.00006993045,0.0003235633,0.0002040078,0.00004980966,9.789966e-8,0.00003369091,0.9941874,0.0002678809],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001545829,0.9835057,0.00007867612,0.0001991315,0.00009736254,0.0005366222,0.000008805704,0.00002749154,0.01553075],"genre_scores_gemma":[0.0001112641,0.996167,0.0006089466,0.00003800415,0.0002416276,0.00005086941,0.0001655171,0.00007242211,0.002544328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9939676,"threshold_uncertainty_score":0.9999719,"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."}}