{"id":"W2317333419","doi":"10.1016/j.jamda.2016.03.009","title":"“There's No Place Like Home”: A Scoping Review on the Impact of Homelike Residential Care Models on Resident-, Family-, and Staff-Related Outcomes","year":2016,"lang":"en","type":"review","venue":"Journal of the American Medical Directors Association","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"CINAHL; Medicine; Psychosocial; Dementia; Nursing homes; Minimum Data Set; Residential care; Nursing; Gerontology; Psychiatry; Psychological intervention; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004138189,0.0004952496,0.00357883,0.0003128661,0.0004256293,0.00002577956,0.0007899026,0.0004509,0.0002356926],"category_scores_gemma":[0.008457537,0.0002062795,0.001663048,0.0007606383,0.0001819262,0.0001065896,0.0001750871,0.002110891,0.00003808533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00257178,"about_ca_system_score_gemma":0.003188282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257176,"about_ca_topic_score_gemma":0.00006795533,"domain_scores_codex":[0.9887788,0.005675032,0.002355283,0.0003113759,0.002333843,0.0005456205],"domain_scores_gemma":[0.9799659,0.008466263,0.01002378,0.0005439933,0.0007156702,0.0002844047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004466486,0.000274636,0.003380385,0.04259998,0.003989834,0.00003366613,0.004005211,0.00000952938,0.00000302152,0.00004162345,0.3321124,0.6131031],"study_design_scores_gemma":[0.001243185,0.001130168,0.007680231,0.9648671,0.002587216,0.00001036684,0.001242075,0.00000482444,3.536909e-7,0.0001192917,0.02060548,0.000509688],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01798582,0.9751805,0.000002810023,0.001894113,0.002739864,0.001573062,0.0001030014,0.00002505832,0.0004957906],"genre_scores_gemma":[0.002300933,0.9960217,0.000006135424,0.0003581612,0.0005385069,0.00003301793,0.00000872577,0.00007141818,0.0006613355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9222671,"threshold_uncertainty_score":0.9998946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375839248341066,"score_gpt":0.4310980808729301,"score_spread":0.3935141560388234,"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."}}