{"id":"W4225309651","doi":"10.3389/fpubh.2022.867425","title":"Social Contacts and Transmission of COVID-19 in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); Virology; Pandemic; Coronavirus Infections; Betacoronavirus; Geography; Medicine; Computer science; Telecommunications; Outbreak; Infectious disease (medical specialty); Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005463543,0.0003708898,0.0003086004,0.001327293,0.002602294,0.001087783,0.00121354,0.0003293407,0.003733563],"category_scores_gemma":[0.002240313,0.0003340317,0.0002999859,0.002724801,0.0006772042,0.0002881206,0.0009750117,0.0007883268,0.0002774061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0349878,"about_ca_system_score_gemma":0.04062399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987912,"about_ca_topic_score_gemma":0.9992458,"domain_scores_codex":[0.9992433,0.00008633143,0.00005236056,0.0001193945,0.0002204674,0.0002781545],"domain_scores_gemma":[0.997723,0.0002040143,0.0003398032,0.00005216396,0.001119802,0.0005611745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042318,0.00007881014,0.9724222,0.0001898112,0.00008530417,0.0004043813,0.002494582,0.0006808138,0.0004636397,0.0004421496,0.004830005,0.01780393],"study_design_scores_gemma":[0.00001004353,0.00002411146,0.9928549,0.0001190887,0.00002472486,0.00008582752,0.002783832,0.0009190697,0.0001115075,0.00005838551,0.002989449,0.00001899206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826578,0.002168707,0.0004177277,0.001172159,0.00003301438,0.00009726061,0.007062229,0.0000340422,0.006356995],"genre_scores_gemma":[0.9939879,0.0009936853,0.0003561904,0.0001483436,0.000005799369,0.00002357897,0.001585313,0.000009874489,0.002889303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0349878,"threshold_uncertainty_score":0.2538555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441040912257616,"score_gpt":0.3775730402407553,"score_spread":0.2334689490149937,"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."}}