{"id":"W4210380770","doi":"10.1177/14713012211070148","title":"Implementing Gentle Persuasive Approaches dementia education for staff on in-patient medicine units: A program evaluation","year":2022,"lang":"en","type":"article","venue":"Dementia","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Lambton College; London Health Sciences Centre","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Dementia; Competence (human resources); Preparedness; Psychological intervention; Cognitive reframing; Medicine; Psychology; Nursing; Disease; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004768958,0.0009676555,0.0008755736,0.0008896578,0.001246881,0.001025695,0.001660189,0.001190993,0.003615756],"category_scores_gemma":[0.01067259,0.0004115012,0.0009201058,0.0006529583,0.0006074949,0.0006720306,0.001589762,0.001224285,0.0003213612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533155,"about_ca_system_score_gemma":0.009004126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100454,"about_ca_topic_score_gemma":0.02621303,"domain_scores_codex":[0.9970692,0.001435483,0.0002378896,0.0002232872,0.0005113447,0.0005229278],"domain_scores_gemma":[0.9936885,0.002122568,0.0005605544,0.0003543996,0.0007606509,0.002513334],"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":[0.03414198,0.2296582,0.007803482,0.004154481,0.0005208517,0.0003094688,0.006425403,0.001107804,0.00359925,0.0002281044,0.00265319,0.7093977],"study_design_scores_gemma":[0.1105789,0.7215384,0.1306418,0.001955406,0.00159548,0.0002798119,0.006123648,0.002135085,0.006082466,0.0004600627,0.01842872,0.0001802249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842716,0.0003388637,0.0005629153,0.0004266745,0.00006693967,0.01192181,0.0002395364,0.0001596678,0.002011917],"genre_scores_gemma":[0.9365937,0.00209763,0.02593169,0.000769942,0.0001855211,0.02987224,0.0006119221,0.00003761114,0.003899754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100454,"threshold_uncertainty_score":0.02522093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2144041153999506,"score_gpt":0.4975456580911038,"score_spread":0.2831415426911532,"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."}}