{"id":"W4392371364","doi":"10.1017/s0950268824000256","title":"COVID-19 outbreak at a residential apartment building in Northern Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Western University; Public Health Agency of Canada; Innovation Initiatives Ontario North","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Coronavirus disease 2019 (COVID-19); Apartment; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Environmental health; Betacoronavirus; Virology; Medicine; Engineering; Infectious disease (medical specialty)","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":[0.0009345072,0.00009771422,0.0002432479,0.0001375501,0.0001355215,0.000005761019,0.00001022932,0.0001227284,0.0003962941],"category_scores_gemma":[0.0008427617,0.00008454704,0.00005385316,0.0001001161,0.00003445223,0.00007332741,0.00002104722,0.0002252527,0.00001367635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001989267,"about_ca_system_score_gemma":0.0007778115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9417389,"about_ca_topic_score_gemma":0.9986166,"domain_scores_codex":[0.9990025,0.0001770455,0.0003191233,0.0002554557,0.00005538593,0.0001905167],"domain_scores_gemma":[0.999346,0.0003488569,0.00005399993,0.00007794763,0.00002145142,0.000151699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361473,0.00001613658,0.9911129,0.00007490323,0.00004493771,0.00003723346,0.0001240212,0.0005630296,0.0001202453,0.0009684053,0.005563913,0.001238109],"study_design_scores_gemma":[0.000565468,0.0001128097,0.8421522,0.00004245913,0.0000549635,0.0002535876,0.000004588074,0.00225792,0.00003479941,0.0008989513,0.1535481,0.00007412586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863392,0.0005080638,0.006098722,0.004280224,0.001241307,0.0002331378,0.000001894056,0.00006453299,0.001232964],"genre_scores_gemma":[0.9959757,0.00005161842,0.0000289813,0.002142588,0.0002339609,0.00003529932,0.00003944119,0.000006865706,0.001485497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1489607,"threshold_uncertainty_score":0.5201864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957727447239715,"score_gpt":0.3218033541873071,"score_spread":0.2922260797149099,"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."}}