{"id":"W4386531065","doi":"10.1177/08404704231198199","title":"Infection prevention and control for diverse vulnerable populations: From an emergency response to the COVID-19 pandemic to sustainable improvement","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Ciena (Canada); Safran Electronics (Canada)","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Emergency response; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infection control; Betacoronavirus; Medicine; Control (management); Medical emergency; Environmental health; Business; Virology; Intensive care medicine; Outbreak; Computer science; Infectious disease (medical specialty); Disease; Internal medicine","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":[0.009184103,0.0007208658,0.0003553046,0.001003187,0.0181869,0.008427545,0.001930644,0.006430832,0.01152722],"category_scores_gemma":[0.008924338,0.0004901815,0.000567433,0.0005764076,0.01123766,0.005011466,0.01636116,0.01100575,0.001046189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02359399,"about_ca_system_score_gemma":0.09898898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1768273,"about_ca_topic_score_gemma":0.4874179,"domain_scores_codex":[0.994333,0.001963238,0.0001263054,0.0002164441,0.001175575,0.00218536],"domain_scores_gemma":[0.988812,0.00126507,0.000391027,0.0001472179,0.001111961,0.008272803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006598083,0.0005376685,0.008202025,0.0006550462,0.00004413908,0.001100734,0.06942719,0.0002887908,0.001069383,0.03369047,0.6948606,0.190058],"study_design_scores_gemma":[0.00007986606,0.0003318587,0.02294799,0.002327274,0.00003213521,0.0005356393,0.1210298,0.0004139413,0.0004842909,0.02170669,0.830034,0.0000766611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0120021,0.00680948,0.0006574146,0.9504798,0.003620603,0.00006567726,0.00003762963,0.00006868773,0.02625856],"genre_scores_gemma":[0.4696019,0.05043564,0.008257504,0.3965681,0.008590486,0.0004030583,0.0002512494,0.0002159474,0.06567612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1768273,"threshold_uncertainty_score":0.3515961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106520445155953,"score_gpt":0.4641850984829605,"score_spread":0.3576646533270075,"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."}}