{"id":"W4414255169","doi":"10.1002/nop2.70215","title":"Stigma Towards Hospitalised Older Adults: A Concept Analysis","year":2025,"lang":"en","type":"review","venue":"Nursing Open","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"","keywords":"Stigma (botany); Formal concept analysis; Context (archaeology); Health care; Conceptual framework; Self-concept","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005625982,0.000507682,0.002940342,0.000708269,0.0002377792,0.0002475227,0.002238818,0.0007768671,0.004233019],"category_scores_gemma":[0.0001311058,0.0004267244,0.000859585,0.001937489,0.00034408,0.000088009,0.0002608841,0.0008497862,0.0004200045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790763,"about_ca_system_score_gemma":0.0006612233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117605,"about_ca_topic_score_gemma":0.00003586723,"domain_scores_codex":[0.9960856,0.00102754,0.0006620904,0.001194673,0.0002850693,0.0007450009],"domain_scores_gemma":[0.9976007,0.0003482573,0.0003024807,0.001427594,0.0001411592,0.0001798308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003082377,0.0002153432,0.00001709128,0.00115889,0.002543766,0.00005086535,0.003222819,9.725642e-8,3.240098e-10,0.0006407793,0.0745125,0.917607],"study_design_scores_gemma":[0.001175063,0.0001249821,0.0005617341,0.04565401,0.01035078,0.00002447188,0.001962687,0.000006843242,6.661074e-8,0.00006293146,0.9393373,0.0007391939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003332592,0.8252913,0.0003185334,0.0003152369,0.00109511,0.001657611,0.0001635184,0.0000767914,0.1710786],"genre_scores_gemma":[0.000136102,0.8673763,0.0004084391,0.0001890301,0.0002808651,0.0009422008,0.001213208,0.00008349174,0.1293703],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9168679,"threshold_uncertainty_score":0.9998184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07733416364404103,"score_gpt":0.505951685718437,"score_spread":0.428617522074396,"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."}}