{"id":"W4312048467","doi":"10.26855/ijcemr.2022.10.016","title":"Music Therapy and Advanced Dementia","year":2022,"lang":"en","type":"article","venue":"International Journal of Clinical and Experimental Medicine Research","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Earl Haig Secondary School","funders":"","keywords":"Music therapy; Dementia; Psychology; Medicine; Psychotherapist; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005315,0.0001508419,0.000273801,0.000697132,0.0007319845,0.0008949993,0.0001664449,0.0007632351,0.003675672],"category_scores_gemma":[0.001932242,0.00005409144,0.0002761079,0.0005981546,0.0004711045,0.0003179807,0.0005238618,0.0006239432,0.0002521105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002331,"about_ca_system_score_gemma":0.0006738096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442973,"about_ca_topic_score_gemma":0.005236015,"domain_scores_codex":[0.9996265,0.0001575792,0.00002877914,0.00002839788,0.0001157257,0.00004296982],"domain_scores_gemma":[0.9994486,0.0002599678,0.0001469859,0.000009728067,0.0000474615,0.00008721801],"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":[0.001370425,0.002313441,0.101118,0.005571801,0.0004313764,0.004152427,0.004707823,0.0001690812,0.001854746,0.008781869,0.01454101,0.8549881],"study_design_scores_gemma":[0.0004143494,0.002417002,0.8259473,0.006822001,0.0004943985,0.01778736,0.004511562,0.0003019026,0.0003963076,0.01571338,0.1251386,0.00005573113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2797462,0.660508,0.0001707124,0.01029725,0.000562641,0.00005670405,0.0001067162,0.00001417181,0.0485376],"genre_scores_gemma":[0.7706957,0.2200246,0.0004272666,0.003409021,0.0007956069,0.00003680338,0.00008023793,0.000002460188,0.004528346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003675672,"threshold_uncertainty_score":0.01229632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.437510966283731,"score_gpt":0.6296141715776524,"score_spread":0.1921032052939214,"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."}}