{"id":"W4406054012","doi":"10.1016/j.jamda.2024.105437","title":"Exploring the Sources and Experiences of Joy in Caregiving: Insights From Formal Caregivers in Long-Term Care","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Long-term care; Medicine; Term (time); Gerontology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005866542,0.0008359529,0.0008516764,0.001405914,0.01322608,0.004955808,0.001666541,0.001014552,0.001511903],"category_scores_gemma":[0.01105151,0.0004530149,0.0004861203,0.001490208,0.009877556,0.00237108,0.005751855,0.002461794,0.0001569563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01354392,"about_ca_system_score_gemma":0.01969936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2600586,"about_ca_topic_score_gemma":0.4307849,"domain_scores_codex":[0.9959514,0.002139175,0.0001175447,0.0001760318,0.0005920096,0.001023831],"domain_scores_gemma":[0.9939356,0.003246184,0.0006226943,0.000125841,0.0007956092,0.001274106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004121576,0.00001392931,0.005434572,0.0001724548,0.000006513567,0.001011193,0.9872159,0.00002519272,0.0002859105,0.0004169375,0.0006160291,0.004760123],"study_design_scores_gemma":[0.000001738917,0.00001519946,0.003778285,0.0001861899,0.000005482424,0.000279193,0.9921715,0.00002242975,0.00006519564,0.0001533223,0.003309925,0.00001156973],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891978,0.00309731,0.001060848,0.002223987,0.00008152794,0.00007519665,0.00009569252,0.00001253686,0.004155061],"genre_scores_gemma":[0.9967815,0.001405765,0.0004068832,0.0003630791,0.00001383191,0.00004036666,0.0000336651,0.00001023101,0.0009447092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2600586,"threshold_uncertainty_score":0.5170897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126703640750655,"score_gpt":0.334492008517157,"score_spread":0.3132249721096504,"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."}}