{"id":"W4312104542","doi":"10.1093/geroni/igac059.1842","title":"EXPLORING HEALTHCARE WORKERS' GERIATRIC EDUCATION AND SUBSEQUENT COMMUNICATION WITH OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Health care; Health literacy; Empathy; Gerontology; Terminology; Literacy; Medicine; Gerontological nursing; Nursing; Psychology; Psychiatry; Political science","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":[0.004465981,0.0002189336,0.0003858309,0.001266413,0.001058997,0.002534669,0.0004075285,0.0008951349,0.00347156],"category_scores_gemma":[0.02502773,0.0001733401,0.0005633034,0.0009857842,0.0008107863,0.00227332,0.002230202,0.001054767,0.0002493181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690389,"about_ca_system_score_gemma":0.004136289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167563,"about_ca_topic_score_gemma":0.01323559,"domain_scores_codex":[0.9976571,0.001231665,0.0002614495,0.0001235427,0.0004078711,0.0003183414],"domain_scores_gemma":[0.9857346,0.009393935,0.003028071,0.0001434733,0.001101894,0.0005981163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000174138,0.0005160514,0.2345392,0.005913707,0.0001616576,0.001120899,0.5581551,0.00008327611,0.0002788261,0.001612681,0.003609677,0.1938348],"study_design_scores_gemma":[0.00003102069,0.0003802324,0.3910506,0.01278219,0.0003068698,0.000915936,0.5683227,0.0001815984,0.0003395398,0.00108995,0.02454356,0.00005584731],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656243,0.01835338,0.0002759567,0.003722521,0.0000891909,0.00005954509,0.0001183775,0.000007414716,0.01174928],"genre_scores_gemma":[0.9860394,0.01168386,0.0003116219,0.0006520278,0.00004193093,0.0000510748,0.00005735325,0.000002835943,0.001159809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167563,"threshold_uncertainty_score":0.02361864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09598633362629046,"score_gpt":0.4170511363034074,"score_spread":0.321064802677117,"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."}}