{"id":"W2024760397","doi":"10.1097/jnn.0b013e3181aaaab2","title":"The Effectiveness of Multistrategies on Disruptive Vocalization of People With Dementia in Institutions","year":2009,"lang":"en","type":"article","venue":"Journal of Neuroscience Nursing","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Morning; Duration (music); Psychological intervention; Medicine; Nonverbal communication; Quarter (Canadian coin); Nursing homes; Repeated measures design; Psychology; Nursing; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006710947,0.00006452602,0.0001664562,0.000148236,0.0003282459,0.000006719089,0.0001438705,0.00003483926,5.113947e-7],"category_scores_gemma":[0.001986974,0.00003882531,0.00003348622,0.0005356364,0.0002669074,0.000198602,0.000006279321,0.0002756221,1.861627e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000841899,"about_ca_system_score_gemma":0.0002998927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001594979,"about_ca_topic_score_gemma":0.0000244197,"domain_scores_codex":[0.9985241,0.000556537,0.0004018655,0.00007906846,0.0002884781,0.0001500103],"domain_scores_gemma":[0.9970016,0.001428611,0.0004874757,0.00008930365,0.0009595982,0.00003334559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006820112,0.001320622,0.4464224,0.0004018383,0.00002315911,0.0000646128,0.02841314,0.05282606,0.3650327,0.0907999,0.0004933617,0.007382067],"study_design_scores_gemma":[0.0005474319,0.00175274,0.9823959,0.005169678,0.00001714465,0.00001094329,0.00606501,0.0002691275,0.003081069,0.000599011,0.00004739128,0.00004453015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922673,0.00005778737,0.004371909,0.0002380902,0.001510954,0.0002214725,0.000003832352,0.00000271207,0.001325944],"genre_scores_gemma":[0.9997238,0.00003719306,0.00006277672,0.0001505605,0.00001795472,0.000001422902,5.036421e-7,0.000002696834,0.000003075042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5359735,"threshold_uncertainty_score":0.2524635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08804729372860452,"score_gpt":0.4294033614310641,"score_spread":0.3413560677024595,"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."}}