{"id":"W2030324979","doi":"10.1177/1471301207085369","title":"Favorite music and hand massage","year":2008,"lang":"en","type":"article","venue":"Dementia","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Alzheimer Society","keywords":"Massage; Dementia; Medicine; Quality of life (healthcare); Intervention (counseling); Physical therapy; Relaxation (psychology); Severe dementia; Music therapy; Psychomotor agitation; Psychology; Physical medicine and rehabilitation; Nursing; Psychiatry; Alternative medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001707079,0.00008229287,0.0001079166,0.00006602549,0.0002201936,0.00001806941,0.00007475259,0.000085739,0.001377514],"category_scores_gemma":[0.00002218534,0.00007205137,0.00002924666,0.00008413593,0.00009977151,0.00002756794,0.00003044777,0.0001199519,0.0004411653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006434577,"about_ca_system_score_gemma":0.00001783257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001262342,"about_ca_topic_score_gemma":0.00002956781,"domain_scores_codex":[0.9991697,0.00006983877,0.0001634572,0.0002317837,0.0001251286,0.0002400822],"domain_scores_gemma":[0.9995602,0.00005843102,0.0000380882,0.0002176667,0.0000231895,0.0001023985],"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":[0.0001199387,0.0004087889,0.09927641,0.00005720367,0.0006624387,0.01162748,0.02025586,0.000002182345,0.001845457,0.002952859,0.08334512,0.7794462],"study_design_scores_gemma":[0.0008326328,0.0001096022,0.7573587,0.00002661027,0.00002873401,0.0007889072,0.0003918322,0.00001488187,0.00004009695,0.0006239892,0.2396165,0.0001674655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981571,0.001381066,0.0006365417,0.0002654674,0.0008026246,0.00009912845,0.000008967255,0.00003826503,0.01519689],"genre_scores_gemma":[0.9967139,0.0000358424,0.0002757297,0.0004412332,0.0001332262,0.000007595486,0.000005782968,0.0000119674,0.002374657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7792788,"threshold_uncertainty_score":0.9995354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06890522652993422,"score_gpt":0.3366812917617883,"score_spread":0.267776065231854,"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."}}