{"id":"W3169230151","doi":"10.1002/clt2.12014","title":"ARIA‐EAACI care pathways for allergen immunotherapy in respiratory allergy","year":2021,"lang":"en","type":"article","venue":"Clinical and Translational Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Allergen immunotherapy; Asthma; Allergy; Guideline; House dust mite; Allergen; Immunotherapy; Immunology; Intensive care medicine; Pediatrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002544022,0.0001754648,0.0004342903,0.00006431903,0.0001019535,0.00002035666,0.00005151009,0.0002498464,0.0003010425],"category_scores_gemma":[0.00009878111,0.00016324,0.0002360446,0.0001301376,0.0001121305,0.00007433081,0.00001421821,0.0002017538,0.000007495027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001155025,"about_ca_system_score_gemma":0.0003255684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001125301,"about_ca_topic_score_gemma":0.0003745952,"domain_scores_codex":[0.9981903,0.0001099618,0.0007789572,0.0004654206,0.0002304907,0.0002248076],"domain_scores_gemma":[0.9989312,0.0003367225,0.00007503729,0.0001914032,0.0003170578,0.0001485715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007883825,0.003258169,0.09103736,0.0005016436,0.003062807,0.001168205,0.00853995,0.001504884,0.007093611,0.3605098,0.004909534,0.5105302],"study_design_scores_gemma":[0.01193448,0.0004544179,0.5120264,0.000126413,0.00002250864,0.00003578565,0.0004816305,0.001775866,0.0001921694,0.01177987,0.4608186,0.0003518364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297912,0.02551747,0.01038407,0.01050979,0.001063567,0.001094198,0.0001487602,0.0001316933,0.02135926],"genre_scores_gemma":[0.9872734,0.003234603,0.003611291,0.003953304,0.0006017514,0.00004910354,0.0007225868,0.00004331427,0.0005106226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5101783,"threshold_uncertainty_score":0.6656734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06963536600584455,"score_gpt":0.3355675977691112,"score_spread":0.2659322317632666,"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."}}