{"id":"W3017219016","doi":"10.1101/2020.04.14.20065557","title":"Failing our Most Vulnerable: COVID-19 and Long-Term Care Facilities in Ontario","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Demography; Coronavirus disease 2019 (COVID-19); Outbreak; Long-term care; Rate ratio; Christian ministry; Gerontology; Environmental health; Population; Internal medicine; Disease; Virology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000568595,0.0003910185,0.0007603194,0.0002360605,0.0005900165,0.0000496059,0.0003164376,0.0006652002,0.0003763014],"category_scores_gemma":[0.0006509324,0.0003839612,0.00009544541,0.0001771884,0.00004588974,0.00006210278,0.0007510686,0.003701851,0.00006067946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364817,"about_ca_system_score_gemma":0.003749743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2213889,"about_ca_topic_score_gemma":0.6406281,"domain_scores_codex":[0.996951,0.0006478276,0.000690794,0.0008068345,0.0003027587,0.0006007883],"domain_scores_gemma":[0.9983439,0.0003285976,0.000241225,0.0005308901,0.0001303416,0.0004249937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007295002,0.00001321957,0.847056,0.004294217,0.00002541767,0.0001189271,0.1442236,0.00005346443,0.00002080662,0.00001914969,0.003416875,0.0006852816],"study_design_scores_gemma":[0.001726566,0.00008906149,0.8155186,0.00126741,0.0001056186,0.000006224891,0.1407743,0.00001957011,0.00002076498,0.0007961454,0.03888459,0.0007911926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856389,0.002840067,0.0001577048,0.004942566,0.003458427,0.001103193,0.0001796777,0.0001778449,0.001501649],"genre_scores_gemma":[0.991123,0.000230262,0.0001270827,0.0006095641,0.0003863368,0.000199632,0.0004369434,0.00004287578,0.006844262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192392,"threshold_uncertainty_score":0.9998612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.093204354969462,"score_gpt":0.3935691485896542,"score_spread":0.3003647936201922,"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."}}