{"id":"W4398141706","doi":"10.31389/jltc.282","title":"Staff-Family Communication Methods in Long-Term Care Homes: An Integrative Review","year":2024,"lang":"en","type":"article","venue":"Journal of Long-Term Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Term (time); Long-term care; Nursing; Psychology; Sociology; Gerontology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02903008,0.001147453,0.003372118,0.01069134,0.001579577,0.006159168,0.002428259,0.002658608,0.003386303],"category_scores_gemma":[0.08130156,0.0008618236,0.003330964,0.01096921,0.002046067,0.006181625,0.002951026,0.002123883,0.0005243366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006248402,"about_ca_system_score_gemma":0.02190199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007452971,"about_ca_topic_score_gemma":0.01151608,"domain_scores_codex":[0.979367,0.01188932,0.003955117,0.001043085,0.003215544,0.0005299594],"domain_scores_gemma":[0.8482929,0.1294124,0.00992013,0.001502657,0.009949795,0.0009220793],"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":[0.0001598527,0.0001230572,0.001055332,0.5713417,0.001258398,0.0001911654,0.005239181,0.0002190975,0.0001865109,0.003297708,0.005832802,0.4110952],"study_design_scores_gemma":[0.00006301148,0.0002507367,0.004968018,0.8714605,0.003964445,0.0006030402,0.004760093,0.0001434303,0.0002902996,0.001799719,0.1116305,0.00006624285],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005690096,0.9979957,0.0002169403,0.0005060142,0.0001480518,0.00007023001,0.0000200183,0.000004578978,0.000469505],"genre_scores_gemma":[0.007967246,0.9900574,0.00107153,0.0003611873,0.0001364302,0.0002704678,0.00003227348,0.000004502187,0.00009891408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02903008,"threshold_uncertainty_score":0.1535275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0581085259626403,"score_gpt":0.4962872122663726,"score_spread":0.4381786863037322,"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."}}