{"id":"W4404561870","doi":"10.1093/cid/ciae526","title":"Association Between Use of a Voluntary Isolation Center and Reduced Household SARS-CoV-2 Transmission: A Matched Cohort Study From Toronto, Canada","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Sunnybrook Hospital; Public Health Ontario","funders":"","keywords":"Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort; Transmission (telecommunications); Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Cohort study; 2019-20 coronavirus outbreak; Environmental health; Demography; Virology; Outbreak; Internal medicine; Disease; Infectious disease (medical specialty); Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004457637,0.0004394278,0.0003888907,0.0006933474,0.001863605,0.001002564,0.0008793322,0.0004445558,0.002787447],"category_scores_gemma":[0.001207154,0.0003854285,0.0007554261,0.002015553,0.000516435,0.0002721087,0.000554718,0.0005920254,0.000281696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01167548,"about_ca_system_score_gemma":0.01048131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9685588,"about_ca_topic_score_gemma":0.9751689,"domain_scores_codex":[0.9993733,0.00005526794,0.00004339272,0.0001691915,0.0001348098,0.0002240549],"domain_scores_gemma":[0.9984856,0.00006948741,0.0003951893,0.0001157468,0.0004925528,0.0004414859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270827,0.00002285906,0.9979432,0.0000171247,0.00008837315,0.0001012236,0.0002679292,0.00004825429,0.0001508503,0.00004017848,0.0005512603,0.000641631],"study_design_scores_gemma":[0.00001483015,0.00004182898,0.9986587,0.00001540542,0.0000500699,0.0000709833,0.0006006517,0.000181452,0.00002777854,0.00001102806,0.0003199333,0.00000747598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953552,0.0003410501,0.00009393817,0.0001037696,0.00001143529,0.00003709484,0.003255819,0.000005172772,0.0007965852],"genre_scores_gemma":[0.9980081,0.0001792656,0.00006598317,0.00004534909,0.000004523719,0.00001395997,0.001193212,0.000002716178,0.0004869214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03144115,"threshold_uncertainty_score":0.08471191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2290684522403336,"score_gpt":0.4329085174488834,"score_spread":0.2038400652085497,"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."}}