{"id":"W3005469524","doi":"10.1136/bmjspcare-2019-001974","title":"Art therapy and social function in palliative care patients: a mixed-method pilot study","year":2020,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Palliative care; Grief; Distress; Art therapy; Medicine; Anxiety; Depression (economics); Clinical psychology; Visual analogue scale; Social anxiety; Psychology; Psychiatry; Physical therapy; Nursing; Social psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000162293,0.0003727653,0.0005025693,0.00009185884,0.0005769772,0.0000797791,0.0001252927,0.00005511497,0.0007825154],"category_scores_gemma":[0.00003217599,0.0003248126,0.00009194338,0.0001022999,0.0001752785,0.0002659423,0.00007917454,0.0003285739,0.0000717717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002585006,"about_ca_system_score_gemma":0.0001190826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001881068,"about_ca_topic_score_gemma":0.004405963,"domain_scores_codex":[0.9975493,0.0005120395,0.0005381414,0.0006079669,0.0003824779,0.0004100529],"domain_scores_gemma":[0.998758,0.0001192074,0.0003084374,0.0001171928,0.0005534625,0.0001436532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001626579,0.000518284,0.2750244,0.0001325359,0.0001093425,0.00001306138,0.7045014,0.000001351883,0.00001065007,0.002641274,0.001511394,0.01390972],"study_design_scores_gemma":[0.003769068,0.009844495,0.3906573,0.00004307734,0.00003240908,3.696093e-8,0.5607603,0.000009522685,0.00005655903,0.0001456713,0.03433637,0.0003451948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869866,0.000641396,0.0002067367,0.0008275699,0.0004804056,0.003742079,0.0005964453,0.0001007632,0.006418002],"genre_scores_gemma":[0.9949684,0.0000660185,0.00006755036,0.003180969,0.0005071629,0.0004128026,0.0004805785,0.00004618904,0.0002703339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437411,"threshold_uncertainty_score":0.9999204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281629839856324,"score_gpt":0.365891703253084,"score_spread":0.2377287192674516,"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."}}