{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002803823,0.0003817416,0.0001977457,0.0006721724,0.0006261799,0.0008152102,0.0003756058,0.0004952951,0.002500877],"category_scores_gemma":[0.005565999,0.0002039984,0.0002339386,0.000432618,0.0004369558,0.0005613161,0.0008663536,0.0002982728,0.0002621893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007352256,"about_ca_system_score_gemma":0.002122171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007855481,"about_ca_topic_score_gemma":0.009205746,"domain_scores_codex":[0.9970807,0.001610353,0.00014436,0.0001910192,0.0005642041,0.000409257],"domain_scores_gemma":[0.9959711,0.0008130937,0.00159838,0.0001139676,0.0007891897,0.0007142802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004822562,0.0001558733,0.9694865,0.00007788466,0.00002656177,0.0002573995,0.0005074661,0.0001910344,0.0008579107,0.0000440838,0.0007014127,0.02721159],"study_design_scores_gemma":[0.00002654312,0.001860575,0.9915041,0.0001556686,0.00004600319,0.0005457746,0.002493314,0.00107057,0.0007482683,0.00009002229,0.001448114,0.00001094994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970092,0.0006277458,0.0005430804,0.0005011708,0.00005191431,0.00004752318,0.00007045769,0.00001366771,0.001135226],"genre_scores_gemma":[0.998535,0.0002393805,0.0006728341,0.000169081,0.000037415,0.00002495913,0.00007121346,0.000003156534,0.0002468234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007855481,"threshold_uncertainty_score":0.01561952,"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."}}