{"id":"W2623199754","doi":"10.1177/1471301217713325","title":"What is the Impact of Volunteers Providing Care and Support for People with Dementia in Acute Hospitals? A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Dementia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Acute care; Acute hospital; Cognitive impairment; Systematic review; Quarter (Canadian coin); Cognition; Social support; Health care; MEDLINE; Gerontology; Nursing; Psychiatry; Psychology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005301427,0.0005523548,0.003606751,0.0002348111,0.0001132319,0.000110813,0.0003098644,0.0001432657,0.00005471109],"category_scores_gemma":[0.001030126,0.0002993688,0.0009338115,0.000208181,0.0001259534,0.0002411592,0.0001114296,0.0002595545,0.000007599696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456689,"about_ca_system_score_gemma":0.0005901732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008362476,"about_ca_topic_score_gemma":0.0000757124,"domain_scores_codex":[0.9977344,0.0001381311,0.0009309431,0.0004746478,0.0003262437,0.0003955795],"domain_scores_gemma":[0.9948379,0.000158895,0.001101963,0.000788736,0.003026887,0.00008556696],"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":[0.00002336223,0.00002398862,0.000682046,0.969052,0.008570549,0.000020833,0.0009981149,1.531068e-8,2.839031e-7,0.000005001617,0.002239348,0.01838443],"study_design_scores_gemma":[0.0008621335,0.001129408,0.0001845838,0.9036651,0.0767589,0.000123348,0.003158759,0.000003978626,0.000001872138,0.000001782911,0.01376113,0.0003489828],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007951118,0.9839687,0.00003137255,0.0001065982,0.0001206599,0.01531831,0.0002048901,0.00001133824,0.0001585775],"genre_scores_gemma":[0.0009896766,0.9956125,0.00005209486,0.0007391506,0.00001762545,0.001718406,0.0006409723,0.0000888196,0.0001407687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06818835,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506695727549387,"score_gpt":0.3592026499446431,"score_spread":0.3341356926691492,"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."}}