{"id":"W4306761569","doi":"10.31219/osf.io/q8swu","title":"COVID-19 outbreaks in child care facilities Alberta from March 2020 to December 31, 2021","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Alberta Health","funders":"Alberta Health Services","keywords":"Outbreak; Medicine; Pandemic; Environmental health; Population; Index case; Observational study; Hygiene; Vaccination; Demography; Pediatrics; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Virology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006230777,0.0004620031,0.0002051469,0.001154138,0.001130553,0.001057145,0.0008164887,0.0003218229,0.001266932],"category_scores_gemma":[0.001349776,0.000282615,0.0002832815,0.001731602,0.0005237724,0.0002720903,0.0009039742,0.0005068318,0.0001379505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123961,"about_ca_system_score_gemma":0.008363961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9095388,"about_ca_topic_score_gemma":0.9441595,"domain_scores_codex":[0.9993721,0.00004520169,0.00003355729,0.00007479041,0.0002330151,0.0002413016],"domain_scores_gemma":[0.9986923,0.00008568963,0.0005880016,0.00004304663,0.0003123076,0.0002786249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117528,0.00002628452,0.9941202,0.00002854121,0.00002347245,0.0002127419,0.0002548524,0.0002758894,0.0001893076,0.00003456564,0.00153246,0.003184137],"study_design_scores_gemma":[0.000005183138,0.0000163216,0.9986632,0.00002171094,0.00000675227,0.00007530271,0.0005198987,0.0002138532,0.00004839707,0.0000121037,0.0004145063,0.000002764356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916955,0.0004660192,0.0001458613,0.0002105755,0.00001551318,0.0000513076,0.005452728,0.00002832451,0.0019342],"genre_scores_gemma":[0.9924836,0.0005001676,0.0002881601,0.0001275705,0.00001578764,0.00003265134,0.005769269,0.000004740227,0.0007781712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09046119,"threshold_uncertainty_score":0.1819878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05507188680343696,"score_gpt":0.4218648030133018,"score_spread":0.3667929162098648,"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."}}