{"id":"W3029619967","doi":"10.1093/cid/ciaa682","title":"A Conceptual Discussion About the Basic Reproduction Number of Severe Acute Respiratory Syndrome Coronavirus 2 in Healthcare Settings","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Astellas Pharma; Fondation de France; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Agence Nationale de la Recherche; Pfizer; Alliance Nationale pour les Sciences de la Vie et de la Santé; World Health Organization; Sanofi; National Science Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Reproduction; 2019-20 coronavirus outbreak; Health care; Medicine; Intensive care medicine; Severe acute respiratory syndrome coronavirus; Virology; Biology; Political science; Internal medicine; Disease; Infectious disease (medical specialty); Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001272804,0.0002533598,0.000930921,0.00002387774,0.0001933043,0.00001538973,0.0002525635,0.0001947291,0.0001506791],"category_scores_gemma":[0.03013587,0.0001387221,0.0003860267,0.000410619,0.0008117232,0.0001135756,0.0003535964,0.0006119019,0.00006695221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134982,"about_ca_system_score_gemma":0.0001336066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018208,"about_ca_topic_score_gemma":0.00005827903,"domain_scores_codex":[0.9958062,0.00136348,0.001423783,0.0007760571,0.0002919323,0.0003385698],"domain_scores_gemma":[0.9928376,0.005570765,0.0006225347,0.0005682279,0.0001407921,0.0002600482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001450233,0.0004244373,0.981355,0.0002057537,0.000122921,0.00004464145,0.0003515657,0.00002252305,0.000005866761,0.003602135,0.009354482,0.004365622],"study_design_scores_gemma":[0.001162826,0.000697022,0.9505965,0.000193549,0.0002149236,0.00001369711,0.0003308622,0.00003172248,0.000005557185,0.03841121,0.008065107,0.0002769972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741922,0.000665448,0.00005889094,0.02358791,0.0003094482,0.0007169889,0.0001393004,0.0002364811,0.0000933245],"genre_scores_gemma":[0.9881414,0.0002330569,0.00003728429,0.01110441,0.0003068256,0.00009899031,0.000008985,0.00002749238,0.00004160858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03480908,"threshold_uncertainty_score":0.9780337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2941504964603306,"score_gpt":0.4932147309281484,"score_spread":0.1990642344678178,"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."}}