{"id":"W3111789093","doi":"10.1093/geroni/igaa057.586","title":"Evidence for Publicly Reported Quality Indicators in Residential Long-Term Care: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Inter-rater reliability; Systematic review; Best practice; Psychological intervention; Public health; Quality (philosophy); Health care; Grey literature; Medicine; Transparency (behavior); Business; Environmental health; Psychology; MEDLINE; Nursing; Public relations; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09332529,0.001583069,0.01067415,0.0181536,0.0009871963,0.006164509,0.003789607,0.003102029,0.005917826],"category_scores_gemma":[0.401252,0.001709628,0.01265251,0.02324787,0.002323073,0.005676226,0.004311983,0.003168291,0.0004454447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01039745,"about_ca_system_score_gemma":0.02669038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570622,"about_ca_topic_score_gemma":0.02589661,"domain_scores_codex":[0.8576578,0.06794307,0.04653837,0.005559589,0.02078169,0.001519513],"domain_scores_gemma":[0.4740965,0.4077203,0.08116356,0.006474595,0.02903586,0.00150921],"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":[0.0003355727,0.00002976273,0.003143189,0.9494765,0.01204732,0.00003768909,0.0003993177,0.0001256169,0.00003579527,0.000541146,0.001826848,0.0320012],"study_design_scores_gemma":[0.0002557951,0.0001178983,0.006121776,0.9593711,0.02636683,0.00007487024,0.0003286751,0.00009716884,0.00008690858,0.0002745604,0.00687103,0.00003328245],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003134721,0.9911106,0.0006623127,0.001308203,0.0003094673,0.0007604214,0.00195092,0.00002707742,0.0007362887],"genre_scores_gemma":[0.1127822,0.8756421,0.003188888,0.002276607,0.0003209815,0.003623673,0.001978623,0.00003949934,0.0001473508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09332529,"threshold_uncertainty_score":0.4935572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2816986942029241,"score_gpt":0.5480427445187014,"score_spread":0.2663440503157772,"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."}}