{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009203487,0.00008981171,0.0001943094,0.00004973501,0.0008172662,0.00003317045,0.0005890923,0.00006859885,0.0003045867],"category_scores_gemma":[0.00002106148,0.00004903285,0.00009215189,0.000074957,0.0004573113,0.0001948616,0.00008201314,0.0001977321,0.000007998334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001443713,"about_ca_system_score_gemma":0.00001432228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007815027,"about_ca_topic_score_gemma":0.002447262,"domain_scores_codex":[0.9989995,0.0004496288,0.0001144094,0.0001465707,0.0001462261,0.0001436365],"domain_scores_gemma":[0.9989393,0.0001108353,0.0002434052,0.0006578333,0.00002342751,0.00002519524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005910542,0.001031174,0.7095242,0.00005591843,0.0009308992,0.00009060521,0.1085973,0.00005342829,0.001213553,0.09261083,0.001225401,0.07875615],"study_design_scores_gemma":[0.003312889,0.00009233356,0.9902795,0.000009967946,0.00009596866,0.000008144617,0.003259316,0.00008312901,0.000001454074,0.002558434,0.0002512566,0.00004763954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925427,0.000265175,0.00005084684,0.004519646,0.0001916582,0.0003122779,0.00001068395,0.000006445761,0.002100505],"genre_scores_gemma":[0.9993746,0.0001012579,0.00004882056,0.0001173024,0.00005320551,5.428777e-7,0.000005076206,0.000004769335,0.0002944564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807553,"threshold_uncertainty_score":0.998792,"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."}}