{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005615862,0.0008554608,0.005338106,0.004028391,0.0002843091,0.001280024,0.0008658164,0.001282495,0.002802998],"category_scores_gemma":[0.01470308,0.0004912438,0.01059538,0.003317266,0.0002988011,0.001193282,0.001057616,0.001501813,0.0001895963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002040829,"about_ca_system_score_gemma":0.004001021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138371,"about_ca_topic_score_gemma":0.02770021,"domain_scores_codex":[0.9966373,0.001335574,0.0009860533,0.0002791111,0.0005738572,0.000188044],"domain_scores_gemma":[0.9924505,0.004173455,0.002126399,0.0001547037,0.0007796673,0.0003153673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.002959722,0.0003595038,0.01178332,0.6666905,0.0927588,0.0001404346,0.0002130778,0.0006894352,0.0003242993,0.0004593128,0.005370031,0.2182515],"study_design_scores_gemma":[0.006159783,0.003984579,0.1375259,0.4390049,0.3840996,0.0004672309,0.0005555893,0.001068181,0.0005749716,0.001572051,0.02485694,0.0001301352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006175986,0.991778,0.0001185697,0.0006559838,0.0001321991,0.000162849,0.000554606,0.00001396122,0.0004079452],"genre_scores_gemma":[0.1180381,0.8768107,0.001777236,0.001076793,0.0003248159,0.0006619413,0.00101142,0.000007767448,0.0002911482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0138371,"threshold_uncertainty_score":0.02969986,"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."}}