{"id":"W3215633026","doi":"10.1101/2021.11.19.21266406","title":"Transmission of B.1.617.2 Delta Variant between vaccinated healthcare workers","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Wellcome Trust; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Transmission (telecommunications); Epidemiology; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Medicine; Virus; Vaccination; Coronavirus disease 2019 (COVID-19); Infection control; Suite; Delta; Biology; Geography; Computer science; Intensive care medicine; Disease; Internal medicine; Telecommunications","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":[0.0008302519,0.000225782,0.0002923372,0.0008068683,0.0004854413,0.0007350221,0.0005232755,0.0004576209,0.002365351],"category_scores_gemma":[0.00219765,0.000168945,0.0005922162,0.0005716286,0.0003453288,0.0003011367,0.0003486162,0.0004490622,0.0002997035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005306362,"about_ca_system_score_gemma":0.0006599863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01941729,"about_ca_topic_score_gemma":0.01464114,"domain_scores_codex":[0.9996552,0.0001302508,0.00001768586,0.00009660515,0.00003824437,0.00006195337],"domain_scores_gemma":[0.998724,0.000852146,0.0001651368,0.0001087625,0.00006906224,0.00008087048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006544563,0.0003887747,0.7466525,0.0001718543,0.0004021323,0.0008892468,0.0006388451,0.223357,0.005393418,0.003598629,0.003216192,0.0146369],"study_design_scores_gemma":[0.00006358966,0.0002242298,0.2826369,0.00004493886,0.00009981111,0.000625735,0.001480798,0.70261,0.003657919,0.006421761,0.002090138,0.00004418207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950299,0.00005547901,0.002282036,0.0001244496,0.000007686628,0.00001242448,0.001765162,0.00005408546,0.0006687848],"genre_scores_gemma":[0.9937203,0.0000421431,0.002656695,0.00003225875,0.000004088248,0.000009912435,0.003153134,0.00001071117,0.0003707887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01941729,"threshold_uncertainty_score":0.03860855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06436082261318207,"score_gpt":0.3704120568179316,"score_spread":0.3060512342047496,"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."}}