{"id":"W2241519348","doi":"10.1177/2050312115602579","title":"Effects of viewing a preferred nature image and hearing preferred music on engagement, agitation, and mental status in persons with dementia","year":2015,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of South Carolina; Clemson University","keywords":"Dementia; Cognition; Medicine; Quality of life (healthcare); Disease; Psychiatry; Psychology; Clinical psychology; Gerontology; Nursing","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":[0.0009900278,0.0001887305,0.0004066557,0.0002551383,0.00007376864,0.00004318979,0.00009398851,0.00005812012,0.000105091],"category_scores_gemma":[0.0006038438,0.0001328072,0.00001509128,0.0002914186,0.0001974474,0.0002720538,0.0002050234,0.0004023992,0.000002032903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006660877,"about_ca_system_score_gemma":0.0001103652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002390479,"about_ca_topic_score_gemma":0.00008508374,"domain_scores_codex":[0.9982804,0.000200555,0.0002521824,0.0003729237,0.0005566109,0.0003372981],"domain_scores_gemma":[0.9991338,0.0001500759,0.00008650778,0.0001592457,0.0001781378,0.0002922282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007383339,0.001613529,0.7332993,0.003347625,0.001253816,0.0009216022,0.05178635,0.000001101365,0.1127472,0.0001071556,0.008041748,0.07949734],"study_design_scores_gemma":[0.03231948,0.006089922,0.9338232,0.004514677,0.0004122429,0.00004438831,0.01402898,0.0001203583,0.006516631,0.00008841675,0.001824903,0.0002168318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839649,0.003321832,0.00007100876,0.001209256,0.0000560722,0.002498355,0.000006857039,0.00001321684,0.00885848],"genre_scores_gemma":[0.9974155,0.0003096476,0.0007748448,0.0008306281,0.00003708037,0.0001040535,0.00005882572,0.00002296279,0.0004464569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005239,"threshold_uncertainty_score":0.5415721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04620031235177825,"score_gpt":0.3522898171463487,"score_spread":0.3060895047945705,"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."}}