{"id":"W4403681134","doi":"10.1177/23337214241291739","title":"A Longitudinal Examination of Post-COVID-19 Mortality in Residents in Long-Term Care Homes","year":2024,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"Fraser Health Authority; Canadian Medical Association; College of Family Physicians of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Long-term care; 2019-20 coronavirus outbreak; Term (time); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Gerontology; Longitudinal study; Virology; Nursing; Internal medicine; Outbreak; Pathology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407835,0.0001745806,0.0005847799,0.0008202285,0.0001135319,0.000003623179,0.000115552,0.0003331191,0.0005120321],"category_scores_gemma":[0.0006745591,0.0001423325,0.00003848286,0.0006513181,0.0001797804,0.0001052272,0.00006149719,0.0004374237,0.000009482373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883821,"about_ca_system_score_gemma":0.0004192127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01093774,"about_ca_topic_score_gemma":0.02701916,"domain_scores_codex":[0.997522,0.0006697192,0.0007629094,0.000432577,0.0002162216,0.000396593],"domain_scores_gemma":[0.9985398,0.00083471,0.0001507005,0.0002326369,0.00009910591,0.0001430562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001643899,0.00003340071,0.9403487,0.003803685,0.00002533979,0.0003337924,0.04036448,0.00000100771,0.00006501249,0.0003201287,0.0009680251,0.01357201],"study_design_scores_gemma":[0.001785525,0.0002542577,0.986709,0.0005019307,0.00008718238,0.00002152444,0.01010289,0.000007875294,0.000003553653,0.0003217419,0.00009341868,0.0001111325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479982,0.04630723,0.0001312367,0.002413237,0.001629226,0.0005418982,0.00001415718,0.00004575856,0.0009190579],"genre_scores_gemma":[0.9973735,0.001610351,0.00002335115,0.0001509651,0.0003100837,0.00005460264,0.0001222537,0.00001188573,0.0003430401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04937527,"threshold_uncertainty_score":0.9956485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06626312598120722,"score_gpt":0.4355491901761225,"score_spread":0.3692860641949153,"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."}}