{"id":"W2945121835","doi":"10.1093/geront/gnz053","title":"Nursing Staff Time and Care Quality in Long-Term Care Facilities: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"University of Alberta; Government of Alberta","keywords":"Observational study; Nursing; Long-term care; Quality (philosophy); Medicine; Systematic review; Nursing care; Data extraction; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001365043,0.0006180332,0.005313981,0.0001294473,0.0004398319,0.0000325149,0.0006377122,0.0006377362,0.0001977509],"category_scores_gemma":[0.0005251719,0.0003624165,0.000470443,0.000269234,0.0002643905,0.0000667234,0.000155011,0.001162546,0.0006046696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568496,"about_ca_system_score_gemma":0.0007923035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231684,"about_ca_topic_score_gemma":0.001517645,"domain_scores_codex":[0.991345,0.004951845,0.001980707,0.0006277536,0.0003451151,0.0007495547],"domain_scores_gemma":[0.9953052,0.001700057,0.001210712,0.001496346,0.000186166,0.0001015317],"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":[0.000007219669,0.00001407048,0.00001506555,0.9087486,0.00004848422,0.000007013577,0.02122957,2.100784e-8,4.571516e-9,0.0000311843,0.0008739071,0.06902481],"study_design_scores_gemma":[0.0002367815,0.00006921773,0.0000521551,0.9219197,0.002037673,0.00001959686,0.03825872,9.781714e-8,4.616817e-9,0.000009677631,0.03697906,0.0004173098],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006577379,0.9855291,0.000003843625,0.0001238247,0.0008639688,0.009597187,0.000423419,0.0001029086,0.003289957],"genre_scores_gemma":[0.00009365434,0.9925156,0.000009722563,0.00004136742,0.0001226426,0.0006921212,0.0004839955,0.0000497294,0.005991187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06860749,"threshold_uncertainty_score":0.9998828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515740333802558,"score_gpt":0.4872697585679091,"score_spread":0.3356957251876533,"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."}}