{"id":"W4281931061","doi":"10.5770/cgj.25.561","title":"A Clinical Response Team Providing Support to Long-Term Care Homes with COVID-19 Outbreaks in Eastern Ontario—a Cohort Study","year":2022,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; Ottawa Public Health; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Outbreak; Retrospective cohort study; Pandemic; Cohort; Software deployment; Emergency medicine; Mortality rate; Coronavirus disease 2019 (COVID-19); Medical emergency; Disease; Internal medicine; Infectious disease (medical specialty); Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001534606,0.0006227624,0.0003924925,0.001005359,0.004514245,0.001831223,0.001683104,0.0007725797,0.00210199],"category_scores_gemma":[0.003425436,0.0007266675,0.0007859198,0.00182069,0.001222197,0.001190717,0.001673054,0.001207237,0.0003451347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01430373,"about_ca_system_score_gemma":0.01603862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8380765,"about_ca_topic_score_gemma":0.9172261,"domain_scores_codex":[0.9981634,0.0002392937,0.0001114099,0.0002776502,0.0003746614,0.0008336105],"domain_scores_gemma":[0.9958493,0.0003130891,0.001335557,0.0003133036,0.0009300104,0.00125885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321476,0.000311844,0.9932994,0.00002567174,0.00004188198,0.000298495,0.003568897,0.00002086073,0.0001704243,0.00003051658,0.000439835,0.001660138],"study_design_scores_gemma":[0.00003709295,0.000336813,0.9870629,0.00005135172,0.00003838261,0.0001404583,0.01136189,0.0001454544,0.00004173162,0.00002114,0.0007420291,0.00002077886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990345,0.0000871645,0.00004952469,0.0000801126,0.000009675971,0.00009805637,0.0002439668,0.000002227909,0.0003948368],"genre_scores_gemma":[0.9985342,0.0001810101,0.0001337751,0.0001458979,0.00001448218,0.0001060467,0.0003179514,0.000004393629,0.000562182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8380765,"threshold_uncertainty_score":0.3257541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05312232727080257,"score_gpt":0.4000490593392635,"score_spread":0.3469267320684609,"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."}}