{"id":"W2150569562","doi":"10.1093/geront/gnp069","title":"Moving Forward: Evaluating a Curriculum for Managing Responsive Behaviors in a Geriatric Psychiatry Inpatient Population","year":2009,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College; St Joseph's Health Care","funders":"Registered Nurses' Association of Ontario","keywords":"Geriatric psychiatry; Curriculum; Dementia; Medicine; Mental health; Health care; Population; Profiling (computer programming); Aggression; Psychology; Nursing; Psychiatry","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":[0.004158623,0.0009068629,0.0005959013,0.0006332389,0.0009072864,0.0008270623,0.001610587,0.001195184,0.002810294],"category_scores_gemma":[0.007968631,0.0004355932,0.0009500395,0.0003969748,0.0004559383,0.0006687304,0.001452626,0.001745381,0.0004475103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003008174,"about_ca_system_score_gemma":0.01298572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006575332,"about_ca_topic_score_gemma":0.01545734,"domain_scores_codex":[0.9979386,0.0007705541,0.0001758959,0.000142261,0.0005414566,0.0004311852],"domain_scores_gemma":[0.996088,0.000687435,0.0005165539,0.0001511483,0.0005803733,0.001976511],"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":[0.01217063,0.4327888,0.02526636,0.001607088,0.0002233773,0.0002992849,0.0027591,0.003181158,0.005504658,0.0003614906,0.0026374,0.5132008],"study_design_scores_gemma":[0.03049852,0.6223355,0.3111629,0.0009419724,0.0007910801,0.0002555549,0.003161389,0.005239762,0.01185687,0.0004809363,0.01314119,0.0001342604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884557,0.0001035902,0.0006447955,0.0003021096,0.00007003232,0.009058617,0.0000921609,0.00005618847,0.001216903],"genre_scores_gemma":[0.9510354,0.0006699877,0.02441618,0.0006803562,0.0001303371,0.02004929,0.0003961729,0.00001525389,0.002606985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006575332,"threshold_uncertainty_score":0.0219931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3091304866860052,"score_gpt":0.6254491330007496,"score_spread":0.3163186463147443,"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."}}