{"id":"W4224241759","doi":"10.25318/82-003-x202200400003-eng","title":"COVID-19 infection in the Canadian household population","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Pandemic; Demography; Seroprevalence; Logistic regression; Coronavirus disease 2019 (COVID-19); Population; Medicine; Public health; Descriptive statistics; Gerontology; Environmental health; Immunology; Serology; Disease; Infectious disease (medical specialty)","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":[0.0003588625,0.0001925327,0.0001833031,0.001080036,0.002394049,0.0008580842,0.0005302621,0.0002304283,0.002407463],"category_scores_gemma":[0.001219691,0.000163395,0.0002526336,0.002524273,0.0006191936,0.0003259954,0.0006966305,0.0004618856,0.0001589443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01042969,"about_ca_system_score_gemma":0.01307323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855585,"about_ca_topic_score_gemma":0.9899244,"domain_scores_codex":[0.9995591,0.00002207514,0.00001544563,0.0000519812,0.0001468419,0.0002045174],"domain_scores_gemma":[0.9995222,0.00002333796,0.0001316457,0.00001136061,0.0001690184,0.0001423249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002389031,0.0000225056,0.9914544,0.00003449936,0.0000169972,0.00006879244,0.0009551818,0.00005289359,0.0001058615,0.00009692004,0.001450625,0.005717305],"study_design_scores_gemma":[0.000001544742,0.0000114577,0.9973883,0.00002659898,0.000006628888,0.00005054459,0.001674648,0.00005840639,0.00001720848,0.00002502205,0.0007359155,0.000003805674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925039,0.0007479329,0.00004769752,0.0004317773,0.0000132878,0.00003878025,0.00279165,0.000005089919,0.003419915],"genre_scores_gemma":[0.997663,0.0008285284,0.00007371249,0.00009131377,0.000005695611,0.00001052155,0.0009077363,0.000001422166,0.0004180564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01444149,"threshold_uncertainty_score":0.0756731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452361880529502,"score_gpt":0.371885491104978,"score_spread":0.2266493030520278,"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."}}