{"id":"W4306668779","doi":"","title":"Establishment of SARS-CoV-2 genomic surveillance within the Military Health System during 1 March-31 December 2020.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Dynamics (Canada)","funders":"","keywords":"Public health; Pandemic; Navy; Public health surveillance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Combatant; 2019-20 coronavirus outbreak; Environmental health; Virology; Medicine; Political science; Infectious disease (medical specialty); Disease; Outbreak; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636799,0.0002992706,0.0002140132,0.001027264,0.0007140519,0.0008608851,0.0002610671,0.000386258,0.001732253],"category_scores_gemma":[0.00223102,0.0001574391,0.0001595126,0.0007041221,0.0001736228,0.0004691451,0.0008172558,0.0004728123,0.0006622507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428948,"about_ca_system_score_gemma":0.003336652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03731498,"about_ca_topic_score_gemma":0.07048053,"domain_scores_codex":[0.9992762,0.0001848,0.00004833275,0.000120969,0.0002316011,0.0001381308],"domain_scores_gemma":[0.9981545,0.0001679481,0.0005176611,0.00006780787,0.0006618044,0.0004303918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003372356,0.0001480389,0.7800804,0.0003680576,0.00005531354,0.0005658559,0.001095508,0.0006359171,0.01151325,0.0006866589,0.02565368,0.1788601],"study_design_scores_gemma":[0.00001778738,0.0003618764,0.9543123,0.0001502035,0.00001694706,0.0004018923,0.001319138,0.0005738736,0.001731204,0.0001562939,0.04094436,0.00001403672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128634,0.009336187,0.00540388,0.009699107,0.0006748589,0.001204861,0.02946455,0.0003743167,0.03097875],"genre_scores_gemma":[0.9550898,0.004106532,0.008271889,0.003223494,0.0003680115,0.0005144974,0.02251026,0.00003479731,0.005880779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03731498,"threshold_uncertainty_score":0.07419556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399363659350955,"score_gpt":0.2991335927683955,"score_spread":0.2591972268332999,"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."}}