{"id":"W4412610287","doi":"10.1080/25741136.2025.2538163","title":"Therapeutic value of a patient-oriented media practice: lived-experience &amp; patient-art as mental health pedagogy","year":2025,"lang":"en","type":"article","venue":"Media Practice and Education","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Lived experience; Value (mathematics); Psychology; Patient experience; Psychotherapist; Pedagogy; Medicine; Sociology; Health care; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000603176,0.0001965771,0.0003303824,0.000237527,0.0001814938,0.00002386171,0.0000766412,0.0001371161,0.0001939462],"category_scores_gemma":[0.0131305,0.0001764383,0.00005624467,0.0005070542,0.0001890635,0.0006557746,0.00004490446,0.0003888886,0.00006587506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514379,"about_ca_system_score_gemma":0.003709116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008140131,"about_ca_topic_score_gemma":0.00003460407,"domain_scores_codex":[0.9976868,0.0003801324,0.0006267466,0.000397623,0.0005987294,0.0003099628],"domain_scores_gemma":[0.9966598,0.001453189,0.0005799931,0.000386017,0.0005453313,0.0003756455],"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":[0.00091609,0.003970815,0.001436118,0.000236126,0.0001043587,0.000002226554,0.6386013,2.774143e-7,0.0003984097,0.003933601,0.01469041,0.3357103],"study_design_scores_gemma":[0.0006567988,0.0005154723,0.00333951,0.0003538921,0.0002041023,0.0001221146,0.4196947,0.00001135557,0.0006676502,0.000279733,0.5740404,0.0001143493],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894882,0.008324232,0.0001273415,0.08502471,0.004445156,0.0009354832,0.000006374722,0.0000433123,0.006211332],"genre_scores_gemma":[0.9579689,0.006585248,0.004884852,0.02885394,0.000299639,0.000205511,0.000535919,0.00002212257,0.0006439037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5593499,"threshold_uncertainty_score":0.9951823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419110262643858,"score_gpt":0.4162649622374703,"score_spread":0.3920738596110317,"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."}}