{"id":"W3120226736","doi":"10.1098/rsif.2021.0036","title":"Modelling the impact of household size distribution on the transmission dynamics of COVID-19","year":2021,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Genome British Columbia","keywords":"Social distance; Transmission (telecommunications); Distribution (mathematics); Coronavirus disease 2019 (COVID-19); Distancing; Incidence (geometry); Psychological intervention; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Econometrics; Demographic economics; Geography; Demography; Statistics; Computer science; Economics; Psychology; Medicine; Mathematics; Telecommunications; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00225517,0.0001730589,0.0004836619,0.000003893479,0.0002506575,0.00001744112,0.0006002125,0.0001180366,0.00007046037],"category_scores_gemma":[0.005229871,0.0000646176,0.001484949,0.0001918733,0.0002296309,0.00002888711,0.0001757345,0.0006719381,3.886473e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006871354,"about_ca_system_score_gemma":0.0002056778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001685168,"about_ca_topic_score_gemma":0.000004511985,"domain_scores_codex":[0.9979958,0.0005112017,0.0007573293,0.0001174846,0.000422164,0.0001960025],"domain_scores_gemma":[0.9898629,0.008488139,0.001002844,0.0003502347,0.0002219964,0.00007386569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001184722,0.0001817507,0.0003138398,0.00009335857,0.000389779,8.997495e-7,0.002287679,0.9734735,0.0002778361,0.001217061,0.02155327,0.0000925132],"study_design_scores_gemma":[0.0005516276,0.0003376931,0.0006022713,0.000408156,0.0002550814,0.00001435208,0.00369549,0.9215776,0.004029653,0.06761942,0.0007733494,0.0001353242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4268125,0.0004573156,0.5520623,0.02032427,0.00007875963,0.000129834,0.00008276266,0.000007707623,0.00004459192],"genre_scores_gemma":[0.9982656,0.0002597772,0.0008884615,0.0003552065,0.00005224019,0.000001450201,6.118255e-7,0.00001205832,0.0001646518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.571453,"threshold_uncertainty_score":0.6261021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1600283254937724,"score_gpt":0.3953246492981843,"score_spread":0.2352963238044119,"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."}}