{"id":"W4396731930","doi":"10.1080/24740527.2024.2352876","title":"The use of Arts-Based Research in Chronic Pain: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Pain","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"The arts; Chronic pain; Psychology; Medicine; Physical therapy; Visual arts; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01639762,0.0001756126,0.0009025153,0.0005516185,0.0003531993,0.0001510798,0.0003456993,0.00006917685,0.0004402871],"category_scores_gemma":[0.0003493599,0.0001040397,0.000367449,0.0001854225,0.000348838,0.00008222276,0.00001071043,0.0009564986,0.000019679],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232012,"about_ca_system_score_gemma":0.01749345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004867474,"about_ca_topic_score_gemma":0.5170081,"domain_scores_codex":[0.9955232,0.002559172,0.001069895,0.0001239999,0.0002645612,0.0004592454],"domain_scores_gemma":[0.9972236,0.001689011,0.0003720732,0.0002303655,0.0001613899,0.0003235849],"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":[0.000001975483,0.00000466348,4.12174e-7,0.1419983,0.00003662753,0.0001357719,0.0005968752,5.777862e-7,7.272183e-9,0.002516578,0.03608679,0.8186215],"study_design_scores_gemma":[0.00002756511,0.0001382267,1.48208e-8,0.4319294,0.00003887258,0.000005410614,0.00007035063,0.000005136698,1.833246e-8,0.00004873643,0.5676841,0.00005222155],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.451889e-7,0.9973379,0.000004005178,0.001080725,0.0003811551,0.0008507477,0.00003364322,0.000002057021,0.0003088819],"genre_scores_gemma":[0.00002046223,0.9977585,0.000008358775,0.0006888002,0.0006073272,0.00002904612,0.000007338333,0.00003142141,0.0008487239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8185692,"threshold_uncertainty_score":0.9880764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6546590637639808,"score_gpt":0.4937564146407628,"score_spread":0.160902649123218,"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."}}