{"id":"W4385188419","doi":"10.1136/bmj-2023-075148","title":"The predictable crisis of covid-19 in Canada’s long term care homes","year":2023,"lang":"en","type":"article","venue":"BMJ","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; St. Michael's Hospital; University of Calgary; University of Alberta","funders":"Health Canada; Canada Research Chairs; Public Health Agency; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Long-term care; 2019-20 coronavirus outbreak; Term (time); Safeguard; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Political science; Public administration; Medicine; Nursing; Law; Economics; Virology; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004708753,0.0004484904,0.000541842,0.001153355,0.02626045,0.009783216,0.003107202,0.008622633,0.00980992],"category_scores_gemma":[0.01070474,0.0006934514,0.0009190561,0.002059983,0.01152023,0.003673244,0.007374753,0.01854318,0.0009509239],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1301822,"about_ca_system_score_gemma":0.2729532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9794861,"about_ca_topic_score_gemma":0.9947482,"domain_scores_codex":[0.9903931,0.0004675147,0.0002454205,0.0003818365,0.002409116,0.006102943],"domain_scores_gemma":[0.9726565,0.0008462008,0.001239158,0.0002947522,0.006401424,0.01856186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002347633,0.0002033073,0.05898499,0.000202151,0.00009861876,0.002941504,0.01679028,0.0009384704,0.0007250159,0.05251833,0.8271984,0.03916417],"study_design_scores_gemma":[0.0001263721,0.0001189411,0.1637105,0.001116979,0.000038206,0.0007645748,0.0919768,0.001257752,0.0003574999,0.01638211,0.7238522,0.0002980888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05841988,0.002843524,0.0005727197,0.9063411,0.005006006,0.00005406479,0.0006800212,0.0001022996,0.02598038],"genre_scores_gemma":[0.5952426,0.003431767,0.001309843,0.3753273,0.002038436,0.00008007327,0.0006259843,0.0001369462,0.02180712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8698178,"threshold_uncertainty_score":0.9445425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275633812417708,"score_gpt":0.4042463520979399,"score_spread":0.3614900139737628,"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."}}