{"id":"W4321212731","doi":"10.1186/s12877-023-03826-0","title":"Clinical expressions, characteristics and treatments of confirmed COVID-19 in nursing home residents: a systematic review","year":2023,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; PsycINFO; Delirium; Dementia; MEDLINE; Population; Cochrane Library; Intensive care medicine; Meta-analysis; Internal medicine; Psychological intervention; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00445517,0.000672869,0.007940428,0.0008380372,0.0002983571,0.00002191183,0.0004977343,0.001112913,0.00007505606],"category_scores_gemma":[0.01154099,0.0005156886,0.0007298595,0.001587482,0.0001353799,0.0000729007,0.0002265928,0.0010333,0.0001791945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009168995,"about_ca_system_score_gemma":0.003657513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002767335,"about_ca_topic_score_gemma":0.00004625975,"domain_scores_codex":[0.986129,0.005624914,0.006129285,0.0008330213,0.0005628497,0.000720875],"domain_scores_gemma":[0.9845893,0.009263963,0.004287069,0.001142521,0.0001910093,0.0005261384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002580927,0.0001431382,0.00097508,0.9790259,0.0001047766,0.0000370925,0.0004625025,1.189574e-8,2.279956e-8,0.00004234307,0.009236094,0.009947202],"study_design_scores_gemma":[0.001118934,0.0000929531,0.001439856,0.9603128,0.007202465,0.00002043576,0.0006021364,0.00000111111,3.714953e-9,0.0001412371,0.02859091,0.0004771577],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008045507,0.9879693,0.00004811638,0.00007683352,0.002509761,0.008648967,0.0004510076,0.0001383597,0.00007723869],"genre_scores_gemma":[0.000007150889,0.9960266,0.0002793102,0.0001208008,0.0003834148,0.001070889,0.0004840123,0.000134024,0.001493781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01935482,"threshold_uncertainty_score":0.9997295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2427340342087578,"score_gpt":0.5530727416418524,"score_spread":0.3103387074330946,"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."}}