{"id":"W2335891940","doi":"10.36834/cmej.36680","title":"Using visual art and collaborative reflection to explore medical attitudes toward vulnerable persons","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Empathy; Medical education; Narrative; Psychology; Context (archaeology); Curriculum; Health care; Observational study; Medicine; Pedagogy; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00131075,0.0001642483,0.0002687137,0.0004506381,0.0004003838,0.00005647027,0.0001189375,0.0003257285,0.02159742],"category_scores_gemma":[0.03145742,0.0001150936,0.00005290313,0.0004717308,0.0002211111,0.0002097495,0.00001725409,0.0007541975,0.0001042108],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000878103,"about_ca_system_score_gemma":0.07263503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112025,"about_ca_topic_score_gemma":0.003680839,"domain_scores_codex":[0.9975332,0.0001934133,0.0003962457,0.0002878929,0.001126505,0.0004627595],"domain_scores_gemma":[0.9824848,0.0001288463,0.00008633918,0.0001259171,0.0005224669,0.01665162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001795115,0.0006530461,0.007545073,0.0001103564,0.0001483031,0.0002535403,0.04126795,6.833915e-7,0.0008732409,0.0004586159,0.560172,0.3883377],"study_design_scores_gemma":[0.003624809,0.001228919,0.0191798,0.005239934,0.000218982,0.01157078,0.08240528,0.0002850339,0.0006607613,0.000452702,0.8744596,0.0006734037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102618,0.0006460905,0.001538256,0.2812586,0.003014129,0.0003290514,0.000004655217,0.00002969624,0.002917723],"genre_scores_gemma":[0.9389057,0.0005086421,0.002238469,0.051588,0.0035956,0.0000449526,0.00001439341,0.00003208477,0.003072221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3876643,"threshold_uncertainty_score":0.979297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06811840949189457,"score_gpt":0.4143101165816072,"score_spread":0.3461917070897126,"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."}}