{"id":"W4413486769","doi":"10.1097/nsg.0000000000000215","title":"Evaluating the effectiveness of the gentle persuasive approach on dementia care competencies for nurses","year":2025,"lang":"en","type":"review","venue":"Nursing","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dementia; Psychology; Nursing; Applied psychology; Medicine","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":[0.001059536,0.0002855724,0.0009220183,0.0000785623,0.0006384082,0.00001743681,0.0004161509,0.0001690957,0.000007229551],"category_scores_gemma":[0.000431332,0.0001523423,0.0004989841,0.0002595298,0.0002187419,0.00001088112,0.00003870433,0.0003163105,0.000005070614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102872,"about_ca_system_score_gemma":0.0003283219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003448793,"about_ca_topic_score_gemma":0.00000173313,"domain_scores_codex":[0.9967291,0.001898217,0.0003819024,0.0004010106,0.0002252479,0.0003645316],"domain_scores_gemma":[0.9952608,0.003706383,0.0003207094,0.0005311894,0.0001593558,0.00002158806],"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":[0.00006009656,0.00008336599,0.00002707778,0.03696865,0.0004008995,1.548304e-7,0.006769707,0.00001244435,4.893792e-7,0.004348482,0.0008627313,0.9504659],"study_design_scores_gemma":[0.001549028,0.001228491,0.001573093,0.1948947,0.01015895,0.00001561842,0.03180024,0.00003356935,0.00001923076,0.0006842036,0.7573153,0.0007275207],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009312404,0.9592611,0.0001162984,0.00003706531,0.00465111,0.003782549,0.00006569995,0.00002000311,0.03197308],"genre_scores_gemma":[0.008364771,0.9824627,0.0008089662,0.0003003827,0.0009914532,0.004893902,0.0001975473,0.0001631132,0.001817168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9497384,"threshold_uncertainty_score":0.6212338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348510373829815,"score_gpt":0.5010349976421147,"score_spread":0.3661839602591331,"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."}}