{"id":"W4361209810","doi":"10.1016/j.jamda.2023.02.105","title":"Protection from Omicron Infection in Residents of Nursing and Retirement Homes in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Population Health Research Institute; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Impact; Health Sciences North; University of Toronto; McMaster University","funders":"Public Health Agency; Canada Foundation for Innovation; Government of Ontario; Canadian Institutes of Health Research; Genome Canada; Ontario Genomics; McMaster University; Public Health Agency of Canada","keywords":"Medicine; Hazard ratio; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort; Vaccination; Confidence interval; Nursing homes; Internal medicine; Virology; Disease; Nursing","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":[0.0002564775,0.0002097829,0.0002122101,0.0003345397,0.001060135,0.0004057596,0.0005365568,0.0002665739,0.001291803],"category_scores_gemma":[0.0008436225,0.0001342078,0.0002587666,0.0005973547,0.0003307399,0.0001777361,0.0003945769,0.0002615242,0.0001436181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004412352,"about_ca_system_score_gemma":0.006773561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9164086,"about_ca_topic_score_gemma":0.9568545,"domain_scores_codex":[0.9997162,0.00002128567,0.00001113038,0.00004471288,0.00007084769,0.0001358447],"domain_scores_gemma":[0.999347,0.00002573005,0.000238101,0.00002377504,0.0001842795,0.0001810521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009802949,0.00002185699,0.9964934,0.00001287716,0.00001668027,0.00007183045,0.0002920152,0.00004020207,0.0002241173,0.00001558821,0.000408228,0.002305167],"study_design_scores_gemma":[0.000004172697,0.00002408705,0.9993962,0.00001012799,0.000004858251,0.00002805067,0.000234033,0.00005515874,0.00001586198,0.000006517104,0.0002192757,0.000001686905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981843,0.0003266259,0.00004474978,0.0001491979,0.00000644021,0.00001043279,0.0006210797,0.000002958433,0.0006541833],"genre_scores_gemma":[0.998903,0.0001736355,0.00003969236,0.00003965525,0.000005005324,0.000004792712,0.0003721823,9.388522e-7,0.0004610232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0835914,"threshold_uncertainty_score":0.1681674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546385398080173,"score_gpt":0.3286990466460409,"score_spread":0.3032351926652392,"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."}}