{"id":"W3101432357","doi":"10.1186/s12916-021-01945-2","title":"Excess mortality for care home residents during the first 23 weeks of the COVID-19 pandemic in England: a national cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR School for Primary Care Research; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Pandemic; Poisson regression; Odds ratio; Odds; Demography; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Logistic regression; Cohort study; Cohort; Nursing homes; Gerontology; Environmental health; Population; Nursing; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019042,0.0001054784,0.0003289926,0.00006969511,0.0005254794,0.000002985162,0.0002390714,0.00008855221,0.0001156339],"category_scores_gemma":[0.002830646,0.00005805807,0.00005798811,0.0003709881,0.00008191988,0.0000264201,0.0001102126,0.0002827591,0.000002037252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003661144,"about_ca_system_score_gemma":0.0009466855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004354978,"about_ca_topic_score_gemma":0.09462813,"domain_scores_codex":[0.9978659,0.0005105599,0.0005439332,0.0002520285,0.0005981402,0.0002294603],"domain_scores_gemma":[0.9972897,0.001695576,0.0002151795,0.0003949609,0.0003348634,0.00006970364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009750642,0.00004815463,0.9595349,0.0007448004,0.00002769602,0.00000348658,0.03699007,0.00002093882,0.00001763694,0.0000202221,0.002481588,0.00001293767],"study_design_scores_gemma":[0.004487356,0.00005160284,0.9484969,0.0002072048,0.00007555602,0.000003601875,0.04434216,0.000006302321,0.000004032629,0.0002689189,0.00199875,0.00005765859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932058,0.0008267454,0.00002755258,0.002618797,0.001242523,0.001739831,0.0000483713,0.00002178774,0.0002685758],"genre_scores_gemma":[0.9977301,0.0000450783,0.000006587537,0.0004845235,0.0005735601,0.000330348,0.00004370332,0.0000113424,0.0007747373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09027316,"threshold_uncertainty_score":0.9218925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109994391067839,"score_gpt":0.4530455451419142,"score_spread":0.3420461060351303,"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."}}