{"id":"W4323262626","doi":"10.1016/j.jiph.2023.02.024","title":"Superspreading potentials of SARS-CoV-2 Delta variants across different contact settings in Eastern China: A retrospective observational study","year":2023,"lang":"en","type":"article","venue":"Journal of Infection and Public Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China; Natural Science Foundation of Xinjiang; Natural Science Foundation of Xinjiang Province","keywords":"Outbreak; Contact tracing; Transmissibility (structural dynamics); Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); China; Delta; Disease; Infectious disease (medical specialty); Medicine; Biology; Virology; Geography; Pathology; Computer science","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":[0.001273734,0.0004271452,0.0004806036,0.001027854,0.0007831443,0.00059569,0.0005112282,0.0003966818,0.0007900982],"category_scores_gemma":[0.002021737,0.0004288302,0.0006583874,0.001441951,0.0005123678,0.0006020281,0.0006725239,0.0004008774,0.0001202291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008960889,"about_ca_system_score_gemma":0.0008964946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02504993,"about_ca_topic_score_gemma":0.02187519,"domain_scores_codex":[0.9990222,0.0001888384,0.0001662153,0.0003270186,0.0001406358,0.0001549491],"domain_scores_gemma":[0.9979886,0.0002156557,0.0007814521,0.0004241234,0.0002531936,0.0003369965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004305744,0.00001577215,0.9991967,0.000006024127,0.00003815722,0.00005830925,0.0001510152,0.00004309101,0.00008143081,0.000014363,0.00001810261,0.000333966],"study_design_scores_gemma":[0.000004257657,0.00009131087,0.9988765,0.000003973265,0.00003741898,0.0001544439,0.0003180923,0.0003443444,0.00005714415,0.00001938041,0.00008838908,0.000004800361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996046,0.00005990792,0.00007845506,0.000005425332,8.358453e-7,0.00001120534,0.0001527658,0.000001174708,0.00008563657],"genre_scores_gemma":[0.9995757,0.00003590464,0.00005083091,0.000006433008,0.000002153915,0.000009059071,0.0002615016,7.987197e-7,0.00005771427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02504993,"threshold_uncertainty_score":0.04980826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4403755852998271,"score_gpt":0.497731829661842,"score_spread":0.05735624436201492,"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."}}