{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329095,0.0003492344,0.0005065895,0.0008912358,0.0006254573,0.0009170627,0.0007057576,0.0005691121,0.002386584],"category_scores_gemma":[0.002985382,0.0005902562,0.0009442735,0.001251539,0.000264417,0.001242129,0.001234671,0.0009153024,0.0005798269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057191,"about_ca_system_score_gemma":0.0008516249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08923027,"about_ca_topic_score_gemma":0.1250577,"domain_scores_codex":[0.9991793,0.000147996,0.0001198512,0.0002417088,0.0001309781,0.0001801776],"domain_scores_gemma":[0.9980503,0.0001405069,0.0008313719,0.0002216737,0.0004226903,0.0003333929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008453736,0.00001891324,0.9976139,0.00004278384,0.00008978245,0.0001205196,0.0004121144,0.00002017824,0.00005216796,0.00002064799,0.0008035454,0.0007209546],"study_design_scores_gemma":[0.000008339657,0.00005712507,0.9986431,0.00005482747,0.00002627687,0.0001449582,0.0004962405,0.00005086118,0.000009323287,0.00001459819,0.0004874927,0.000006891871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893014,0.001233156,0.0001412536,0.0002546185,0.00003631129,0.0000613586,0.008227699,0.000006834789,0.0007372828],"genre_scores_gemma":[0.9933797,0.000858489,0.0001698601,0.0001734133,0.0000292352,0.0001499578,0.004335708,0.000007143722,0.0008963851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08923027,"threshold_uncertainty_score":0.1774218,"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."}}