{"id":"W4392748472","doi":"10.1080/02701960.2024.2328520","title":"Enhancing gerontological social work education: Curriculum insights from offering a clinical gerontology certificate","year":2024,"lang":"en","type":"article","venue":"Gerontology & Geriatrics Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Certificate; Medical education; Social work; Experiential learning; Medicine; Service-learning; Nursing; Pedagogy; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009135007,0.0004904662,0.0008031864,0.0004674212,0.001761332,0.0001138221,0.0005229869,0.001442193,0.003013554],"category_scores_gemma":[0.0007173558,0.0004494647,0.0002689685,0.001354836,0.0002167113,0.0005123317,0.0001691551,0.001793114,0.002707456],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110944,"about_ca_system_score_gemma":0.01133571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011952,"about_ca_topic_score_gemma":0.001689566,"domain_scores_codex":[0.9930981,0.00225318,0.00212688,0.001290568,0.0003877312,0.0008434874],"domain_scores_gemma":[0.9962311,0.001271045,0.0006632736,0.0005972565,0.0008960643,0.0003412155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008066887,0.003630495,0.0848463,0.0006212272,0.0004403127,0.00001943851,0.04766572,0.000002792807,0.002529546,0.2188622,0.4405543,0.200021],"study_design_scores_gemma":[0.0008378493,0.0002047476,0.3805678,0.0006401982,0.0004279629,0.00002084459,0.03252845,0.0002285172,0.00008207194,0.02446729,0.5587867,0.001207537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862237,0.01004859,0.003798047,0.01933309,0.06806693,0.001273688,0.00001745792,0.0005469334,0.01069152],"genre_scores_gemma":[0.9712899,0.0001794818,0.00454535,0.003341173,0.00942945,0.001549885,0.0006510365,0.00007253988,0.008941229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2957215,"threshold_uncertainty_score":0.9998541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379236008480551,"score_gpt":0.4850129938292689,"score_spread":0.3470893929812138,"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."}}