{"id":"W4416955356","doi":"10.3390/nursrep15120428","title":"Barriers, Enablers, and Impacts of Implementing National Comprehensive Care Standards in Acute Care Hospitals: An Interview Study","year":2025,"lang":"en","type":"article","venue":"Nursing Reports","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"NSW Agency for Clinical Innovation; University of Tasmania; University of Queensland; Queensland Health","keywords":"Workload; Acute care; Data collection; Process (computing); Qualitative research; Health care; Quality management; Quality (philosophy)","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":[],"consensus_categories":[],"category_scores_codex":[0.002856027,0.0001626041,0.0004084233,0.0003973976,0.0006824324,0.00002564035,0.0001170664,0.00008178718,0.00008945221],"category_scores_gemma":[0.001148645,0.0001616278,0.00003267295,0.0006133168,0.0001128251,0.0003229552,0.0001154815,0.0003032333,4.878668e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570273,"about_ca_system_score_gemma":0.004698589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256983,"about_ca_topic_score_gemma":0.001523845,"domain_scores_codex":[0.9958083,0.0009342992,0.001419408,0.0004499194,0.0007592571,0.0006288064],"domain_scores_gemma":[0.9966623,0.0003397255,0.000664131,0.000317453,0.001784193,0.0002321654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001981619,0.0000231005,0.7041184,0.0006237479,0.00002781823,0.00004078066,0.2822445,0.00000304438,0.000187844,0.0001090965,0.003238681,0.009363152],"study_design_scores_gemma":[0.0009743036,0.0002725088,0.4623678,0.00159296,0.00003869351,0.000007653962,0.5280837,0.00001268267,0.0001105225,0.0002715398,0.006140822,0.0001268236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923071,0.0005705938,0.00005341172,0.00117832,0.0005849052,0.001839609,0.0001824779,0.00003896793,0.003244624],"genre_scores_gemma":[0.9981283,0.00002526747,0.0003305408,0.001307193,0.0000379231,0.0000917738,0.00003090836,0.00001357758,0.00003453935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458392,"threshold_uncertainty_score":0.8335095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838789870363658,"score_gpt":0.6331848483133542,"score_spread":0.4493058612769883,"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."}}