{"id":"W2313782567","doi":"10.1300/j010v38n02_02","title":"Transformations","year":2004,"lang":"en","type":"article","venue":"Social Work in Health Care","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Lived experience; Qualitative research; Exploratory research; Psychology; Sociology; Population; Embodied cognition; Nursing; Medicine; Psychotherapist; Social science; Epistemology","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":[0.00009481821,0.00006074591,0.0001031646,0.00004172169,0.001155385,0.00001855338,0.00004928953,0.00002821784,0.0003029876],"category_scores_gemma":[0.000001141903,0.00005973536,0.00004134487,0.00007065292,0.00006560401,0.00009018381,0.000004142399,0.0001302139,0.00008009937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003743164,"about_ca_system_score_gemma":0.0001741093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007063989,"about_ca_topic_score_gemma":0.008891241,"domain_scores_codex":[0.9993383,0.00003420001,0.0002172915,0.00007395225,0.00009011952,0.0002460801],"domain_scores_gemma":[0.999836,0.00000965121,0.00003736934,0.00004032992,0.00002189101,0.00005476544],"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":[0.00001843766,0.00002444758,0.00003621743,0.00008867848,0.000001477544,4.935533e-7,0.6802318,0.000007650517,4.809817e-8,0.300007,0.0007948013,0.01878899],"study_design_scores_gemma":[0.0006500672,0.00009241483,0.0008946044,0.0000922533,0.000001029194,2.182613e-7,0.1289876,1.292314e-7,0.000002536699,0.005634916,0.863548,0.000096212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.423667,0.01022533,0.0001184928,0.1539775,0.00417174,0.002512927,0.0002299357,0.0004654087,0.4046317],"genre_scores_gemma":[0.9947707,0.00006839496,0.00004957108,0.004328269,0.0003779294,0.00003084135,0.00003639322,0.00000867847,0.0003291985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8627533,"threshold_uncertainty_score":0.8886406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494012821325031,"score_gpt":0.3105067463415103,"score_spread":0.27556661812826,"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."}}