{"id":"W3105224959","doi":"10.1371/journal.pbio.3000897","title":"Superspreading events in the transmission dynamics of SARS-CoV-2: Opportunities for interventions and control","year":2020,"lang":"en","type":"article","venue":"PLoS Biology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Canada First Research Excellence Fund; La Trobe University","keywords":"Transmission (telecommunications); Pandemic; Biology; Outbreak; Psychological intervention; Coronavirus; Basic reproduction number; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Disease; Environmental health; Virology; Infectious disease (medical specialty); Medicine; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004561399,0.00008547399,0.0003484602,0.00002810431,0.00004523926,0.000001700186,0.0001371579,0.00007346721,0.000005979576],"category_scores_gemma":[0.002432057,0.00005126877,0.0001099154,0.00004594025,0.0001047044,0.00002006904,0.00003732606,0.00008252653,3.334788e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000017629,"about_ca_system_score_gemma":0.000008092521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002082156,"about_ca_topic_score_gemma":0.00005347099,"domain_scores_codex":[0.999103,0.0002566051,0.0003286126,0.0001427693,0.00003290341,0.0001361305],"domain_scores_gemma":[0.9963911,0.003405169,0.00008430499,0.00007249114,0.00002899347,0.00001797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00117088,0.00176258,0.1667225,0.007355472,0.00126159,0.00001388876,0.02392969,0.00001166307,0.09739546,0.6754394,0.003307523,0.02162942],"study_design_scores_gemma":[0.004747779,0.00268797,0.00710636,0.0006657919,0.0005541226,0.000005325104,0.01226273,0.05124117,0.003153328,0.9134513,0.00363184,0.0004923035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8597832,0.0004173421,0.09353283,0.04517503,0.00002417258,0.0007779994,0.0001437819,0.00003110941,0.0001145869],"genre_scores_gemma":[0.9972557,0.0001099984,0.001108389,0.001411816,0.00001664872,0.0000760757,0.00001044642,0.000005355669,0.00000555992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2380119,"threshold_uncertainty_score":0.2911575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.596614769744611,"score_gpt":0.4604533640531522,"score_spread":0.1361614056914588,"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."}}