{"id":"W4412392630","doi":"10.1016/j.pmn.2025.03.008","title":"Hospital Nurses’ Beliefs and Knowledge About Pain Management Among Older Persons Living With Dementia: A Cross-Sectional Survey Study","year":2025,"lang":"en","type":"article","venue":"Pain Management Nursing","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"","keywords":"Medicine; Dementia; Cross-sectional study; Pain management; Multivariate analysis; Multivariate analysis of variance; Descriptive statistics; Family medicine; Nursing; Disease; Physical therapy","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"],"consensus_categories":[],"category_scores_codex":[0.007593204,0.0005562776,0.0005065012,0.0009273467,0.0007660112,0.0004746623,0.0003252088,0.0001060937,0.0001022414],"category_scores_gemma":[0.0001578105,0.000530281,0.0001341689,0.001073593,0.0003389944,0.0002721775,0.0002916156,0.0003364824,0.00001723196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657853,"about_ca_system_score_gemma":0.00003278425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006170781,"about_ca_topic_score_gemma":0.0001268459,"domain_scores_codex":[0.9956245,0.001078184,0.0005933012,0.001194956,0.0006675353,0.0008414947],"domain_scores_gemma":[0.9982773,0.0005106751,0.0001763177,0.0006978613,0.0001380354,0.0001997872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009839403,0.002830395,0.950266,0.0009735815,0.00236323,0.0001182878,0.002621446,0.0000333627,0.000001264134,0.0007395984,0.009614504,0.03033993],"study_design_scores_gemma":[0.003149819,0.0005534875,0.9760187,0.002753921,0.0008636547,6.839654e-7,0.01092055,0.003538994,9.71485e-7,0.00007451798,0.001614708,0.0005099695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896005,0.001426546,0.04922535,0.0003429113,0.0009101139,0.005592172,0.000006233912,0.0004223718,0.05247377],"genre_scores_gemma":[0.9730311,0.0001067076,0.001761783,0.0004441853,0.0001434511,0.0003445972,0.00005926864,0.00007200997,0.02403689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08343057,"threshold_uncertainty_score":0.9997149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00951393435207925,"score_gpt":0.2927136102594198,"score_spread":0.2831996759073406,"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."}}