{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03097345,0.001584086,0.0007175615,0.003869181,0.01057427,0.008003202,0.003289621,0.003624596,0.002783257],"category_scores_gemma":[0.04734335,0.0006131682,0.0009988182,0.001479544,0.01835898,0.005820539,0.0153618,0.00474925,0.0004132664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005856603,"about_ca_system_score_gemma":0.005273847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005048343,"about_ca_topic_score_gemma":0.007936034,"domain_scores_codex":[0.9579921,0.03493388,0.0005511433,0.001553334,0.002527199,0.002442404],"domain_scores_gemma":[0.9342028,0.05507762,0.00358352,0.003103107,0.00172879,0.002304086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007950071,0.0001326198,0.002209443,0.0001946836,0.00002134979,0.0005179234,0.9734132,0.0001233188,0.0008753088,0.001709184,0.0008667165,0.01985673],"study_design_scores_gemma":[0.00008069331,0.0002938817,0.0048546,0.000672276,0.00004838809,0.001001662,0.9655149,0.0004901633,0.00178156,0.004196775,0.02098012,0.00008494585],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393327,0.00139018,0.01924193,0.006813109,0.000258305,0.0008266618,0.00007941825,0.0001457194,0.03191199],"genre_scores_gemma":[0.9840615,0.000723978,0.01056331,0.001184913,0.00007197638,0.0007270307,0.00003752735,0.00005099968,0.00257861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03097345,"threshold_uncertainty_score":0.1638052,"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."}}