{"id":"W3133507410","doi":"10.1093/geront/gnab030","title":"Nurse Practitioners Rising to the Challenge During the Coronavirus Disease 2019 Pandemic in Long-Term Care Homes","year":2021,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Toronto Metropolitan University; University Health Network","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Term (time); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Nursing; Long-term care; Disease; Virology; Infectious disease (medical specialty); Outbreak; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005501268,0.0001917332,0.0002515884,0.00004349603,0.00152696,0.00004111188,0.0004495003,0.000118061,0.0002622599],"category_scores_gemma":[0.0002989927,0.00009781928,0.0001036225,0.0002529521,0.0001766455,0.00009636834,0.000167622,0.0007669493,0.0002339648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641756,"about_ca_system_score_gemma":0.000339272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813803,"about_ca_topic_score_gemma":0.02618895,"domain_scores_codex":[0.9974244,0.001012429,0.0003611925,0.0003495547,0.0002594971,0.0005929716],"domain_scores_gemma":[0.9979585,0.0007021896,0.0001809433,0.0009189273,0.0001248493,0.0001146229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001575246,0.0002863828,0.7391095,0.0007142843,0.0001344083,0.0004999186,0.1861272,0.0003383821,0.0002313099,0.0008928703,0.02010668,0.04998382],"study_design_scores_gemma":[0.0005712795,0.000025286,0.9264888,0.0002194941,0.00006614113,0.00001248083,0.06715691,0.000002996545,0.00001012948,0.0001156364,0.005181722,0.0001491523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238158,0.02878856,0.00004333621,0.04232938,0.001963316,0.0009756201,0.00005895889,0.0001005868,0.001924458],"genre_scores_gemma":[0.9942476,0.001487783,0.00001217484,0.0006487161,0.0005080813,0.0001862391,0.00005717341,0.00002354083,0.002828666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1873793,"threshold_uncertainty_score":0.9997729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06804994014325225,"score_gpt":0.4209271068944969,"score_spread":0.3528771667512447,"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."}}