{"id":"W4220795287","doi":"10.1016/j.aip.2022.101909","title":"Beyond art expression: Understanding participants’ experience and outcomes of a vicarious trauma and response art workshop","year":2022,"lang":"en","type":"article","venue":"The Arts in Psychotherapy","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Thematic analysis; Psychology; Medical education; Debriefing; Qualitative research; Medicine; Psychotherapist","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007147317,0.0001322493,0.000216054,0.00008687827,0.0006573435,0.00004117046,0.0001396934,0.00001961138,0.001376143],"category_scores_gemma":[0.000004364556,0.00009289971,0.00003428206,0.00005516867,0.0004486946,0.0001397642,0.00002767398,0.0001623107,0.000002590669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004817354,"about_ca_system_score_gemma":0.00001767262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001164697,"about_ca_topic_score_gemma":0.0002879915,"domain_scores_codex":[0.9987994,0.0002382536,0.0002790416,0.0002160372,0.000201151,0.0002661389],"domain_scores_gemma":[0.9992685,0.0003132476,0.00009634379,0.0002520901,0.000006849777,0.00006293632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004422422,0.0002986489,0.003639296,0.00001360207,0.00003953906,0.000008359914,0.8626388,0.00001102206,0.001161966,0.1204569,0.003484917,0.003824542],"study_design_scores_gemma":[0.005028671,0.001174902,0.008325171,0.0001370843,0.00001885286,0.0000320442,0.3225031,0.0001289084,0.0007252954,0.1280651,0.5333061,0.0005547209],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894383,0.0007479048,0.00005138949,0.003625095,0.0003464941,0.0003328878,0.00001207112,0.00002461571,0.005421238],"genre_scores_gemma":[0.9932393,0.0004623212,0.00004048041,0.002252041,0.00003761609,0.0001141612,0.000001607673,0.00001800998,0.003834488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5401357,"threshold_uncertainty_score":0.9995368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165584185579696,"score_gpt":0.3547818258132756,"score_spread":0.2382234072553059,"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."}}