{"id":"W4312825354","doi":"10.14336/ad.2022.0820","title":"SARS-CoV-2 in Nursing Homes: Analysis of Routine Surveillance Data in Four European Countries","year":2022,"lang":"en","type":"article","venue":"Aging and Disease","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Vaccination; Outbreak; Nursing homes; Staffing; Population; Transmission (telecommunications); Demography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Pediatrics; Environmental health; Nursing; Internal medicine; Virology; 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":[0.003359054,0.0004414231,0.0005428598,0.00138288,0.0001484426,0.0006702812,0.0004354944,0.0004347043,0.0002748477],"category_scores_gemma":[0.004730176,0.0001985727,0.0007207065,0.001589535,0.0003445835,0.0004133963,0.0005324173,0.0002334417,0.00006501601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004295687,"about_ca_system_score_gemma":0.000344088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280698,"about_ca_topic_score_gemma":0.0066864,"domain_scores_codex":[0.9984576,0.0006573584,0.0002317788,0.0003272186,0.0001815842,0.0001444654],"domain_scores_gemma":[0.9963132,0.001531799,0.001225781,0.0002979338,0.0004570912,0.0001741242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001539663,0.00004830496,0.9927713,0.00003744777,0.0002093351,0.0001379851,0.0001128809,0.00209916,0.0001333201,0.00003594214,0.0001663938,0.004093912],"study_design_scores_gemma":[0.00002206615,0.0001147563,0.9945346,0.0000285725,0.00006212543,0.0002063317,0.0003524783,0.004188412,0.0001568315,0.0000287924,0.0002955833,0.000009444477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990689,0.0001341425,0.0001777907,0.000007615979,0.000001548175,0.00000533928,0.0005329276,0.000004099909,0.00006768417],"genre_scores_gemma":[0.9963003,0.0001284881,0.0004676412,0.00001239955,0.000002881216,0.00001215747,0.003029145,0.00000175126,0.00004540016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280698,"threshold_uncertainty_score":0.02546489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1939653839443163,"score_gpt":0.4276250158398249,"score_spread":0.2336596318955085,"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."}}