{"id":"W4408990609","doi":"10.1016/j.gerinurse.2025.03.023","title":"Nurse-perceived barriers and facilitators influencing optimal delirium care in acute care patients: Findings from the INVOLVE_RN study on barriers and facilitators","year":2025,"lang":"en","type":"article","venue":"Geriatric Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; Montreal Heart Institute","funders":"Fonds de Recherche du Québec-Société et Culture; Fondation Institut de Cardiologie de Montréal","keywords":"Nursing; Delirium; Acute care; Medicine; Psychology; MEDLINE; Health care; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006609896,0.0002747812,0.0006522335,0.0005693389,0.001699987,0.001411419,0.0006959133,0.0006452675,0.00133772],"category_scores_gemma":[0.02665853,0.0003528071,0.0008888372,0.0006085467,0.000609602,0.001320156,0.002446736,0.00134582,0.0001239597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374934,"about_ca_system_score_gemma":0.008833992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02505336,"about_ca_topic_score_gemma":0.08403295,"domain_scores_codex":[0.9958202,0.001831935,0.0006290974,0.0002320749,0.0007154372,0.0007712377],"domain_scores_gemma":[0.9838198,0.007412605,0.003684684,0.0003614217,0.002001385,0.002719956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002538161,0.00113066,0.9606052,0.0002727843,0.0001621773,0.0001220961,0.02394463,0.00009070104,0.0001775194,0.0001217438,0.0007105801,0.01240805],"study_design_scores_gemma":[0.00004903287,0.0005542469,0.9354578,0.0002761772,0.0001054943,0.00007533643,0.06187885,0.0002272647,0.0001252708,0.00008645844,0.001132091,0.0000320676],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985978,0.0001289385,0.00006746148,0.0002983531,0.00001234666,0.00005237921,0.00007053719,0.000001916838,0.0007701511],"genre_scores_gemma":[0.998938,0.0001618349,0.0002930598,0.0001617612,0.000006904723,0.0001038967,0.00006852882,0.000002562207,0.0002635412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02505336,"threshold_uncertainty_score":0.04981506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004739995316732869,"score_gpt":0.2620737858164975,"score_spread":0.2573337904997646,"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."}}