{"id":"W4390200336","doi":"10.1002/alz.079976","title":"A Vocal Assessment Method (VAM) to Evaluate the Effectiveness of Interactive Drawing Therapy for Patients with Dementia (PwD) (A Prospective Paper)","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Computer Research Institute of Montréal","funders":"","keywords":"Dementia; Psychological intervention; Psychology; Session (web analytics); Cognition; Psychotherapist; Feeling; Verbal fluency test; Applied psychology; Clinical psychology; Social psychology; Computer science; Medicine; Psychiatry","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":[0.006123974,0.0006782632,0.0006727509,0.001758774,0.0004685991,0.0006359875,0.0006391244,0.0008891149,0.006813705],"category_scores_gemma":[0.01844704,0.0002545888,0.001367586,0.0007743436,0.0003807587,0.0006864491,0.0009210685,0.0004700967,0.0009884316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530449,"about_ca_system_score_gemma":0.0004569298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006338222,"about_ca_topic_score_gemma":0.0007693883,"domain_scores_codex":[0.9934835,0.004350972,0.0007612468,0.0004455133,0.0008023463,0.0001563118],"domain_scores_gemma":[0.9873713,0.008017207,0.001200297,0.0008000464,0.002178732,0.0004323509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"design_other","study_design_scores_codex":[0.01646859,0.008266167,0.1555818,0.003288026,0.001049757,0.0004061345,0.003865579,0.001266756,0.0140765,0.000937807,0.002440941,0.792352],"study_design_scores_gemma":[0.008860186,0.13217,0.7960275,0.001013084,0.002158787,0.002879563,0.00866176,0.01230198,0.02051985,0.001303309,0.01362607,0.0004779445],"study_design_candidate":"design_other","study_design_consensus":"design_other","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9521075,0.002754327,0.02093977,0.0002131366,0.0004502249,0.009984791,0.001552932,0.0002146874,0.01178267],"genre_scores_gemma":[0.9500119,0.0007399916,0.03363082,0.0001530272,0.0001002254,0.01092372,0.0006008251,0.0000295759,0.003809817],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006813705,"threshold_uncertainty_score":0.03238708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915593420720884,"score_gpt":0.3526540412694157,"score_spread":0.3134981070622068,"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."}}