{"id":"W2783010027","doi":"","title":"Dementia in the Chinese Population and the Potential of Musical Treatment.","year":2017,"lang":"en","type":"article","venue":"The HKU Scholars Hub (University of Hong Kong)","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Population; Musical; Medicine; History; Psychology; Disease; Art; Environmental health; Literature; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121617,0.0005122913,0.00148412,0.001801541,0.0006086491,0.00160796,0.0009634042,0.001300576,0.002877704],"category_scores_gemma":[0.0154132,0.0002661359,0.005137186,0.001829676,0.001125686,0.001437885,0.001065676,0.001500776,0.0001684429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286827,"about_ca_system_score_gemma":0.002764767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01657607,"about_ca_topic_score_gemma":0.02410844,"domain_scores_codex":[0.9944871,0.003302671,0.000593351,0.0005616524,0.0008444316,0.0002107945],"domain_scores_gemma":[0.9924824,0.005152373,0.00121852,0.0004424714,0.0005180474,0.0001862051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004180913,0.0002571534,0.2925778,0.06445476,0.09414004,0.001704737,0.003325916,0.001127387,0.001168613,0.01104557,0.01025055,0.5157666],"study_design_scores_gemma":[0.001444883,0.002967574,0.65596,0.02847476,0.1786395,0.002692393,0.004074689,0.001955832,0.00185348,0.02114924,0.1005373,0.0002504371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04820493,0.9336352,0.001219592,0.01050096,0.0007097856,0.00009187528,0.000546437,0.00002208549,0.005069156],"genre_scores_gemma":[0.7365432,0.2479862,0.001904994,0.01013147,0.001650719,0.0002475643,0.0005574146,0.0000205038,0.0009579399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01657607,"threshold_uncertainty_score":0.064318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024243493069029,"score_gpt":0.292582937398038,"score_spread":0.2723405024673478,"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."}}