{"id":"W4232137920","doi":"10.21203/rs.3.rs-59545/v1","title":"A Mixed-Methods Feasibility Study of an Arts-Based Intervention for Patients Receiving Maintenance Haemodialysis.","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Department for the Economy","keywords":"Intervention (counseling); Medicine; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.04509841,0.00104527,0.00191985,0.001649405,0.004095743,0.002044503,0.001811082,0.002485832,0.007315749],"category_scores_gemma":[0.02762949,0.001549375,0.001876049,0.001177118,0.002062485,0.002162395,0.002202849,0.002168659,0.001014199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003395081,"about_ca_system_score_gemma":0.01175833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283894,"about_ca_topic_score_gemma":0.005168655,"domain_scores_codex":[0.9821784,0.01235528,0.00136439,0.001176674,0.001278833,0.001646404],"domain_scores_gemma":[0.9832292,0.009970216,0.001296597,0.00116843,0.002240563,0.002094988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"qualitative","study_design_scores_codex":[0.06904449,0.4127831,0.0375588,0.01342046,0.0006566445,0.00238439,0.1298698,0.002489233,0.01053711,0.003253946,0.004588678,0.3134133],"study_design_scores_gemma":[0.129105,0.6941736,0.07009579,0.002491537,0.000597818,0.0005079469,0.07621127,0.002578977,0.003124161,0.002342908,0.01838707,0.0003840104],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8351046,0.0002872355,0.003898493,0.0005775628,0.0001500852,0.1576192,0.0004511429,0.00003697394,0.001874634],"genre_scores_gemma":[0.6422876,0.0006882965,0.03070266,0.001456651,0.0002084648,0.3226611,0.0003428028,0.00001809012,0.00163441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04509841,"threshold_uncertainty_score":0.238506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3306696911299883,"score_gpt":0.5238775427364559,"score_spread":0.1932078516064676,"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."}}