{"id":"W4394904659","doi":"10.56367/oag-042-11272","title":"Ageism, gerontological nursing and healthcare contexts","year":2024,"lang":"en","type":"article","venue":"Open Access Government","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Gerontological nursing; Health care; Nursing; Geriatric care; Psychology; Medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004561981,0.0001425478,0.0002348829,0.00002306882,0.0001601271,0.000952627,0.0008346376,0.0001233872,0.002407416],"category_scores_gemma":[0.00002334799,0.0001136049,0.00003381866,0.00009551256,0.0001684649,0.000395529,0.0006073951,0.0003246744,0.0002080425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738071,"about_ca_system_score_gemma":0.00005124413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006754557,"about_ca_topic_score_gemma":0.0001645224,"domain_scores_codex":[0.9982717,0.0002111892,0.0001962473,0.0005699575,0.0003337318,0.0004171584],"domain_scores_gemma":[0.9993016,0.0001798596,0.00003668289,0.000302866,0.00001549711,0.0001635588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002392312,0.0001934328,0.01406558,0.0000590976,0.000125539,0.0006114979,0.002166787,1.961826e-7,0.00001699015,0.1467335,0.1124198,0.7233683],"study_design_scores_gemma":[0.00261759,0.0009523641,0.5494688,0.001084715,0.0001047477,0.0005984243,0.009248639,0.0004168176,0.0001970714,0.01339081,0.4209661,0.0009539357],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3148273,0.02140103,0.001370976,0.05593513,0.001913928,0.001129729,0.0000873338,0.0001636328,0.6031709],"genre_scores_gemma":[0.9751958,0.00004861375,0.0001218634,0.0007640389,0.00009879733,0.0001289872,0.000004466952,0.00001794024,0.02361953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7224144,"threshold_uncertainty_score":0.9985045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156053203184934,"score_gpt":0.5324632994839013,"score_spread":0.3764100962989673,"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."}}