{"id":"W4292836553","doi":"10.1016/j.jaip.2022.08.015","title":"Academic Productivity of Young People With Allergic Rhinitis: A MASK-air Study","year":2022,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Florida Agricultural Experiment Station; Allergopharma; European Academy of Allergy and Clinical Immunology; Mylan; Regeneron Pharmaceuticals; Boehringer Ingelheim; Teva Pharmaceutical Industries; Novartis; GlaxoSmithKline; Astellas Pharma US; Sanofi-Aventis Deutschland; Pfizer; AstraZeneca; Chiesi Farmaceutici; European Commission; Meso Scale Diagnostics; Sanofi; EIT Health; American Heart Association","keywords":"Medicine; Productivity; Coronavirus disease 2019 (COVID-19); Allergic asthma; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Asthma; 2019-20 coronavirus outbreak; Immunology; Internal medicine; Virology","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":[0.004487935,0.0001306427,0.0005738293,0.0001171563,0.0001697907,0.000004187291,0.0002040278,0.0001081532,0.00007443453],"category_scores_gemma":[0.001507788,0.00008485265,0.00007039028,0.0003053418,0.0002562878,0.0002829164,0.0001763164,0.002290993,0.000001328676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000431622,"about_ca_system_score_gemma":0.0002548004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001523222,"about_ca_topic_score_gemma":0.0002842214,"domain_scores_codex":[0.9959851,0.00218392,0.001073926,0.0001742708,0.0004052171,0.0001775776],"domain_scores_gemma":[0.9963968,0.001711887,0.00126305,0.0002707497,0.0003050552,0.00005244945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.209229,0.03080488,0.5766842,0.00005591599,0.04883272,0.004234857,0.1031606,0.004248937,0.002631228,0.003475026,0.001394579,0.01524798],"study_design_scores_gemma":[0.008149637,0.01544329,0.8721815,0.00007539131,0.001327768,0.0167706,0.08369596,0.0001363593,0.00002640029,0.0002777859,0.001761844,0.0001535128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867382,0.002027775,0.00005241629,0.00947021,0.0003637652,0.0003281304,0.000001143461,0.000006990118,0.001011385],"genre_scores_gemma":[0.9887694,0.0103725,0.0001804281,0.0003840514,0.0001072071,0.000006156051,0.00000186248,0.00001501651,0.000163376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2954972,"threshold_uncertainty_score":0.9953353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720027980316594,"score_gpt":0.3371531279826813,"score_spread":0.3099528481795154,"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."}}