{"id":"W4200241391","doi":"10.3855/jidc.15067","title":"“Swab Team” in the SARS-CoV-2 outbreak containment among healthcare workers","year":2021,"lang":"en","type":"article","venue":"The Journal of Infection in Developing Countries","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Transmission (telecommunications); Coronavirus disease 2019 (COVID-19); Infection control; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Multidisciplinary team; Outbreak; Task force; Universal precautions; Standardization; Medical emergency; Emergency medicine; Family medicine; Virology; Nursing; Internal medicine; Intensive care medicine; Human immunodeficiency virus (HIV); Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002368341,0.0001510619,0.0003232032,0.0002724962,0.0001954262,0.00006827879,0.0001016263,0.00009383864,0.000006278171],"category_scores_gemma":[0.0008608806,0.00009397748,0.00008351319,0.0008331686,0.0001120965,0.000174946,0.00003703542,0.0006855783,0.000006830148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042247,"about_ca_system_score_gemma":0.0006879626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150652,"about_ca_topic_score_gemma":0.003883934,"domain_scores_codex":[0.9980308,0.0004094276,0.0007411831,0.0001134203,0.0004565084,0.0002486611],"domain_scores_gemma":[0.9983983,0.0005387521,0.000398653,0.000186535,0.0004574311,0.00002035075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002438105,0.00005520423,0.9910885,0.0001061132,0.00006705309,0.0001733356,0.00457282,0.00004519394,0.00154199,0.0003124682,0.00125967,0.0005338495],"study_design_scores_gemma":[0.002102983,0.0002116414,0.8560564,0.002027185,0.00006483029,0.004422519,0.00350687,0.00009043515,0.09757963,0.0005152798,0.03323355,0.0001886572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864447,0.0006203696,0.0009371588,0.01031871,0.0006898192,0.0002216726,5.657106e-7,0.00002327878,0.0007437411],"genre_scores_gemma":[0.9888952,0.0005535824,0.0002161058,0.01009235,0.0001958993,0.000008466268,7.778037e-7,0.00001487998,0.0000227377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350321,"threshold_uncertainty_score":0.383229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845567418544469,"score_gpt":0.3262062141472372,"score_spread":0.2877505399617925,"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."}}