{"id":"W4392038187","doi":"10.3390/healthcare12050523","title":"Family Involvement Training for Staff and Family Caregivers: Case Report on Program Design and Mixed Methods Evaluation","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Covenant Health; Health Canada","funders":"University of Alberta","keywords":"Intervention (counseling); Nursing; Family caregivers; Psychology; Program evaluation; Qualitative property; Medicine; Quality (philosophy); Qualitative research; Family medicine; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07238916,0.001423253,0.001348249,0.002367716,0.004827898,0.001926164,0.003265516,0.003281877,0.003815344],"category_scores_gemma":[0.05517514,0.001334189,0.001434289,0.001571786,0.001877883,0.00185481,0.003889759,0.001334464,0.0006772755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00587458,"about_ca_system_score_gemma":0.01553077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995753,"about_ca_topic_score_gemma":0.01238142,"domain_scores_codex":[0.9156848,0.06703712,0.004960631,0.001957693,0.005699611,0.004660314],"domain_scores_gemma":[0.9737139,0.01475968,0.001916677,0.002846557,0.004717962,0.002045166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.009210688,0.1527743,0.03573677,0.01038231,0.0004433486,0.00657808,0.08181503,0.004933863,0.006856376,0.003004411,0.004861792,0.6834031],"study_design_scores_gemma":[0.02893234,0.3925124,0.1192638,0.02216975,0.002444118,0.01331999,0.1835021,0.01092434,0.08353641,0.006712142,0.1357214,0.0009612408],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.788309,0.002218457,0.02439786,0.001342971,0.0001750453,0.1714223,0.0005416689,0.0002269352,0.01136578],"genre_scores_gemma":[0.6918036,0.003590159,0.08329922,0.0009385137,0.0001216028,0.2163075,0.0003799727,0.00008588999,0.003473617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07238916,"threshold_uncertainty_score":0.382835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3426665273497224,"score_gpt":0.5456017632907968,"score_spread":0.2029352359410744,"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."}}