{"id":"W4399022659","doi":"10.1093/ageing/afae109","title":"A process evaluation of the NIDUS-Professional dementia training intervention for UK homecare workers","year":2024,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Department of Health and Social Care; National Institute for Health and Care Research; Alzheimer's Society","keywords":"Medicine; Dementia; Intervention (counseling); Training (meteorology); Nursing; Gerontology; Family 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":[0.07704145,0.001172189,0.001511156,0.0012547,0.002681054,0.002639002,0.002317052,0.001999154,0.005002268],"category_scores_gemma":[0.06996669,0.00107332,0.001465561,0.001154408,0.00260541,0.001984257,0.00411841,0.002019912,0.0004943652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007777886,"about_ca_system_score_gemma":0.02140987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00590551,"about_ca_topic_score_gemma":0.005308422,"domain_scores_codex":[0.9212537,0.06245298,0.004814789,0.002167359,0.005650452,0.003660704],"domain_scores_gemma":[0.949096,0.03078238,0.005039308,0.003512144,0.008146137,0.003423946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.08934241,0.05575226,0.007259369,0.02510189,0.0004543219,0.0005445253,0.06198148,0.006208944,0.004994318,0.004515776,0.003374484,0.7404702],"study_design_scores_gemma":[0.2130631,0.5778726,0.0486798,0.01466588,0.001841531,0.0004537398,0.04536123,0.00554078,0.02065784,0.005076992,0.06630349,0.0004829335],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8200015,0.00177804,0.0124633,0.001718287,0.0004397564,0.1531879,0.0008911851,0.0002796485,0.009240397],"genre_scores_gemma":[0.7966483,0.001201042,0.05302914,0.0006163642,0.0001524926,0.1455902,0.0005166382,0.00005572825,0.002190134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07704145,"threshold_uncertainty_score":0.4074391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06184721437711754,"score_gpt":0.4046572126740612,"score_spread":0.3428099982969437,"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."}}