{"id":"W3013067383","doi":"10.1101/2020.03.27.20045815","title":"Potential roles of social distancing in mitigating the spread of coronavirus disease 2019 (COVID-19) in South Korea","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Social distance; Coronavirus disease 2019 (COVID-19); Outbreak; Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Pandemic; Distancing; Disease; Geography; Virology; Demography; Development economics; Medicine; Infectious disease (medical specialty); Sociology; Economics; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00192054,0.0003810174,0.001278841,0.00009989893,0.00009964212,0.00001488018,0.0007316889,0.0002370951,0.00004449079],"category_scores_gemma":[0.02142658,0.0002754953,0.000406196,0.0002547398,0.0004366368,0.00002886072,0.001728901,0.0008655565,0.000003388906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853227,"about_ca_system_score_gemma":0.0003539172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068264,"about_ca_topic_score_gemma":0.00151288,"domain_scores_codex":[0.9962423,0.0008346099,0.001407914,0.0006367368,0.0004840639,0.0003943571],"domain_scores_gemma":[0.995032,0.003182341,0.001086257,0.0004781296,0.00006500348,0.0001563341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004298407,0.0002630969,0.956323,0.003974204,0.0001537696,0.0001248887,0.02300787,0.003283397,0.0008425119,0.01052403,0.0001528443,0.000920552],"study_design_scores_gemma":[0.0008085179,0.00003007563,0.7093225,0.0005691401,0.0001861002,3.318882e-7,0.002205432,0.002365015,0.000138413,0.2837843,0.0001773177,0.0004128506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887655,0.0008949743,0.003540152,0.005250364,0.0001393061,0.0007803932,0.0004788456,0.00005945746,0.00009094546],"genre_scores_gemma":[0.9984914,0.0000528756,0.0007062344,0.0004301523,0.0001534377,0.00009143465,0.00002514486,0.00003450283,0.00001482338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2732603,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2127405223529965,"score_gpt":0.4189530506596451,"score_spread":0.2062125283066486,"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."}}