{"id":"W2800291315","doi":"10.3357/amhp.4867.2018","title":"The Aeromedical Management of Allergic Rhinitis","year":2018,"lang":"en","type":"article","venue":"Aerospace Medicine and Human Performance","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hum; Medicine; Aviation medicine; Medical emergency; Aeronautics; Engineering; Pathology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003258741,0.000132749,0.0002597434,0.00004820065,0.0004377668,0.000009270634,0.00008409799,0.00005526688,0.0002268888],"category_scores_gemma":[0.00001563339,0.00007843751,0.00002993473,0.0001432422,0.001153463,0.00005794887,0.00005564119,0.0001344688,0.00001914644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001603687,"about_ca_system_score_gemma":0.00001586333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002432586,"about_ca_topic_score_gemma":0.00002805081,"domain_scores_codex":[0.9989166,0.0000184356,0.0003100763,0.0001893722,0.0003384597,0.0002270192],"domain_scores_gemma":[0.9992957,0.00004536352,0.0001087512,0.0002812091,0.0001467708,0.0001221656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002023617,0.0007484058,0.08512175,0.003333509,0.002055136,0.0006458982,0.02930483,0.00000498588,0.01259428,0.2478078,0.3217205,0.2946392],"study_design_scores_gemma":[0.01340364,0.01121629,0.6018721,0.004791505,0.00058886,0.001072461,0.00943502,0.003274617,0.002139589,0.0008574922,0.3506669,0.0006815245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490477,0.0006975306,0.00009879507,0.003885007,0.0001947102,0.0002216173,6.797461e-7,0.00003130886,0.04582258],"genre_scores_gemma":[0.9887804,0.0046729,0.000228097,0.0005441793,0.0004587669,0.000008346463,0.00001655406,0.00001448246,0.005276246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5167504,"threshold_uncertainty_score":0.4249981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374932163624991,"score_gpt":0.2846491460895233,"score_spread":0.2608998244532734,"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."}}