{"id":"W4293086448","doi":"10.1142/9789811249723_0004","title":"Transmission Dynamics of COVID-19","year":2022,"lang":"en","type":"book-chapter","venue":"World Scientific series in global healthcare economics and public policy","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Dynamics (music); 2019-20 coronavirus outbreak; Virology; Computer science; Physics; Biology; Telecommunications; Medicine; Acoustics; Outbreak","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":[0.0008587468,0.0006744761,0.0004344547,0.001312048,0.000841632,0.001988102,0.0009521963,0.0009507713,0.03680336],"category_scores_gemma":[0.004054134,0.0003254818,0.0006466102,0.001412184,0.0006812607,0.003486385,0.001282358,0.00123701,0.002750991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002624597,"about_ca_system_score_gemma":0.000942694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007258939,"about_ca_topic_score_gemma":0.006317965,"domain_scores_codex":[0.9995686,0.0001431076,0.00002233504,0.00008876121,0.0001242477,0.0000529125],"domain_scores_gemma":[0.9989451,0.0005774746,0.000162234,0.00008345446,0.000171493,0.00006036258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003112403,0.00004241001,0.002710711,0.000147765,0.00001688129,0.0001860055,0.00050635,0.02499856,0.0007755113,0.9064183,0.02384363,0.04032297],"study_design_scores_gemma":[0.00002042078,0.00006450155,0.005184019,0.0002754948,0.00002614776,0.0009630424,0.0005980636,0.1245014,0.0009300778,0.7436045,0.1237763,0.00005609338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.099328,0.01534059,0.3479252,0.01892799,0.0013939,0.0004763631,0.00467491,0.000444034,0.511489],"genre_scores_gemma":[0.6158764,0.01999991,0.04997943,0.001401225,0.0008760888,0.0003684567,0.002741406,0.0002504461,0.3085066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03680336,"threshold_uncertainty_score":0.1231195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559600183839993,"score_gpt":0.4033118887637075,"score_spread":0.2473518703797083,"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."}}