{"id":"W4405964631","doi":"10.1093/geroni/igae098.3084","title":"THE CONTINUOUS LEARNING NEEDS OF PERSONAL SUPPORT WORKERS WHO CARE FOR PEOPLE LIVING WITH DEMENTIA IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Personal care; Term (time); Long-term care; Assisted living; Medicine; Gerontology; Psychology; Nursing; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003376101,0.0002914901,0.000466806,0.0007446653,0.004367318,0.002580662,0.0009768151,0.001413652,0.002318569],"category_scores_gemma":[0.01105245,0.0003157947,0.0004143848,0.0005322884,0.002082405,0.001716444,0.003770361,0.001753653,0.0002153486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239592,"about_ca_system_score_gemma":0.004163373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006494958,"about_ca_topic_score_gemma":0.01476064,"domain_scores_codex":[0.9973194,0.001216973,0.0001549423,0.0001458711,0.0004212347,0.0007415735],"domain_scores_gemma":[0.9944323,0.002114189,0.0007363231,0.0001292467,0.0008192556,0.001768762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001236034,0.0004090425,0.0647421,0.0007111264,0.00003381843,0.002427595,0.8884517,0.00007401574,0.001149852,0.0004248352,0.003276965,0.0381754],"study_design_scores_gemma":[0.0000170037,0.0003009816,0.04369397,0.0003314165,0.00001602574,0.0008032485,0.9472082,0.00009327888,0.0001456566,0.0003633749,0.006996217,0.00003077669],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960753,0.0005080448,0.0001093185,0.001463946,0.00004692981,0.00004205229,0.0000376734,0.000004546943,0.001712075],"genre_scores_gemma":[0.9981982,0.0003847582,0.0002436273,0.0005381242,0.0000202068,0.00005873758,0.00003298432,0.000001990133,0.0005213421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006494958,"threshold_uncertainty_score":0.01785469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266123432574769,"score_gpt":0.2931536820187494,"score_spread":0.2804924476930017,"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."}}