{"id":"W3163571766","doi":"10.3390/geriatrics6020048","title":"Reducing Morbidity and Mortality Rates from COVID-19, Influenza and Pneumococcal Illness in Nursing Homes and Long-Term Care Facilities by Vaccination and Comprehensive Infection Control Interventions","year":2021,"lang":"en","type":"article","venue":"Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Vaccination; Psychological intervention; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Infection control; Nursing homes; Long-term care; Pneumococcal vaccination; 2019-20 coronavirus outbreak; Immunology; Nursing; Virology; Streptococcus pneumoniae; Outbreak; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002620969,0.0002093897,0.0004457053,0.0001885551,0.0007354883,0.0000972717,0.00003416408,0.0002440293,0.00004545852],"category_scores_gemma":[0.0003663819,0.0002222335,0.00004801736,0.0002315097,0.0001075692,0.0002817179,0.00008987015,0.0003521705,7.212028e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531488,"about_ca_system_score_gemma":0.0001684987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006489466,"about_ca_topic_score_gemma":0.003101885,"domain_scores_codex":[0.9979905,0.0005906901,0.000515388,0.0004751548,0.0001353963,0.0002929038],"domain_scores_gemma":[0.9984838,0.0007153403,0.0002133064,0.000168367,0.000218604,0.0002005439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007264571,0.00005100848,0.9631891,0.001757921,0.00003482477,0.00001070805,0.02210914,0.00001129082,0.0007871423,0.00004404198,0.0002787379,0.01165341],"study_design_scores_gemma":[0.002325688,0.00005478919,0.9745061,0.0002973008,0.0001414374,0.00001005826,0.02129946,0.00006504731,0.00006355369,0.0007446688,0.0002666446,0.0002252406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705355,0.02653573,0.0007481343,0.000365858,0.0007078482,0.0005837142,0.0004373826,0.00005848922,0.00002730228],"genre_scores_gemma":[0.9967201,0.002682967,0.00004562092,0.0001060393,0.0001256836,0.00005068335,0.000224875,0.00001501342,0.00002898404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02618459,"threshold_uncertainty_score":0.9810175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06232534163388001,"score_gpt":0.4269425532194568,"score_spread":0.3646172115855768,"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."}}