{"id":"W3154589438","doi":"10.3138/jmvfh-2020-0041","title":"Return to aviation duty after recovery from COVID-19","year":2021,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aircrew; Aviation medicine; Military aviation; Coronavirus disease 2019 (COVID-19); Service member; Medical emergency; Medicine; Aviation; Pandemic; Military personnel; Air travel; Contagious disease; Aeronautics; Disease; Engineering; Political science; Infectious disease (medical specialty); Law; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000578984,0.0001481156,0.0001847252,0.0003487051,0.001966615,0.0005078113,0.000423871,0.0008163369,0.006644382],"category_scores_gemma":[0.003690348,0.00007904731,0.0002901846,0.0001244545,0.0002902162,0.000403506,0.0006933298,0.001740172,0.001102829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007744181,"about_ca_system_score_gemma":0.001478172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005407192,"about_ca_topic_score_gemma":0.01685696,"domain_scores_codex":[0.9995472,0.0001189666,0.00003596877,0.00002086889,0.00006776457,0.0002091662],"domain_scores_gemma":[0.9987926,0.0001175775,0.0001859105,0.00003099448,0.0002615173,0.0006114531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003646033,0.002261093,0.3975168,0.000530649,0.0000954655,0.02383917,0.0106059,0.0003363027,0.002697836,0.001075306,0.1832286,0.3774482],"study_design_scores_gemma":[0.00008326687,0.002399789,0.8203218,0.002388683,0.00006020519,0.01269024,0.05622487,0.0005185591,0.0009797807,0.00185844,0.1023816,0.00009285441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7968454,0.009494573,0.001181814,0.1381651,0.003127668,0.0004345343,0.0004110652,0.0002589203,0.05008074],"genre_scores_gemma":[0.9698036,0.004714231,0.001021998,0.01399779,0.0007560212,0.00008509685,0.0002449015,0.00002263417,0.009353801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006644382,"threshold_uncertainty_score":0.02222764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06731066155424388,"score_gpt":0.3970650303372855,"score_spread":0.3297543687830416,"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."}}