{"id":"W4324020409","doi":"10.1001/jamanetworkopen.2023.2774","title":"Incidence of SARS-CoV-2 Infection Among People Experiencing Homelessness in Toronto, Canada","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Moderna; Institute of Genetics; Ontario Genomics; Novavax; Public Health Agency of Canada; Genome Canada; Public Health Agency; GlaxoSmithKline; Biogen; Sanofi; Government of Ontario; AstraZeneca; Pfizer","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Incidence (geometry); 2019-20 coronavirus outbreak; Medicine; Gerontology; Demography; Virology; Sociology; Outbreak; Disease; Internal medicine","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":[0.001470284,0.0001471222,0.0006659155,0.00004089215,0.0004840649,0.00003869243,0.0004498004,0.0002158524,0.000218232],"category_scores_gemma":[0.0001781264,0.0001456168,0.00003445135,0.0009769297,0.00003119054,0.0006817477,0.0006035035,0.0003396892,0.00001810104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009276699,"about_ca_system_score_gemma":0.0008567005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965736,"about_ca_topic_score_gemma":0.9999018,"domain_scores_codex":[0.9975891,0.0005916814,0.0006238131,0.0002732663,0.0002901905,0.0006319495],"domain_scores_gemma":[0.9987465,0.0004506485,0.0003031115,0.0002861467,0.0001476993,0.00006586775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003284428,0.00001290528,0.9170978,0.0001014033,0.000009449786,0.00001225646,0.07820215,0.0003272638,0.00005481994,0.0005661353,0.001286327,0.002296648],"study_design_scores_gemma":[0.0004147229,0.00001567788,0.88389,0.0005379862,0.000004198027,3.600698e-8,0.1127848,0.0007699835,0.0001255361,0.0001576768,0.001144853,0.0001545199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896348,0.0001709077,0.00001997126,0.00008726136,0.00102828,0.0008450963,0.000006759641,0.00005424328,0.008152697],"genre_scores_gemma":[0.9984866,0.0003106443,0.00002160768,0.0001034495,0.0004203288,0.0004489295,0.00002547393,0.00002903859,0.0001538607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03458264,"threshold_uncertainty_score":0.5938079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169636171129104,"score_gpt":0.4089294392293691,"score_spread":0.3572330775180781,"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."}}