{"id":"W3035955056","doi":"10.1111/jocn.15477","title":"Exploring acute care nurses’ decision‐making in psychotropic PRN use in hospitalised people with dementia","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Acute care; Medicine; Nursing; Qualitative research; Acute hospital; Perception; Psychology; Health care; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0008934277,0.0002213186,0.000898303,0.0003387946,0.00006837682,0.00008628498,0.0003938439,0.0002250414,0.00007828309],"category_scores_gemma":[0.001353614,0.0001719267,0.0002579252,0.0007326957,0.00009204951,0.0004880864,0.00002258585,0.001468472,0.00002071769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193238,"about_ca_system_score_gemma":0.0002074591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000292429,"about_ca_topic_score_gemma":0.0001403259,"domain_scores_codex":[0.9955729,0.0005196279,0.00234401,0.0004464589,0.0006063344,0.0005106241],"domain_scores_gemma":[0.9965797,0.001709066,0.0008049799,0.0002893045,0.0002360309,0.0003809119],"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":[0.003684822,0.0005251635,0.4102249,0.00002088727,0.0001501121,0.00497023,0.02423756,0.0003306361,0.000007261749,0.00005514304,0.0002842947,0.555509],"study_design_scores_gemma":[0.004218371,0.001533897,0.9757926,0.004718353,0.00009097744,0.0002829589,0.01201632,0.0001088104,0.000002166008,0.0003808733,0.0006368769,0.0002178314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890383,0.0005733374,0.003108173,0.00244705,0.004277551,0.0002449098,0.000003913227,0.00001917836,0.0002875342],"genre_scores_gemma":[0.9890061,0.0001533171,0.009560365,0.0005870843,0.0006399405,0.000005470048,0.000001102919,0.00004333516,0.000003299353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5655676,"threshold_uncertainty_score":0.7010967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594089559146501,"score_gpt":0.4837339390777268,"score_spread":0.3243249831630767,"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."}}