{"id":"W2903309372","doi":"10.3946/kjme.2018.111","title":"Nurturing instead of depleting empathy during medical education: a medical student’s perspective","year":2018,"lang":"en","type":"article","venue":"Korean journal of medical education","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Korea University","keywords":"Empathy; Perspective (graphical); Perspective-taking; Psychology; Medical education; Medicine; Social psychology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004147572,0.0002859553,0.0007576333,0.000575627,0.0001767053,0.00002867558,0.000778091,0.0006170467,0.006471281],"category_scores_gemma":[0.03900149,0.000228908,0.0002905954,0.0006391311,0.000827606,0.0002685627,0.0001707918,0.001612597,0.00003425315],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701702,"about_ca_system_score_gemma":0.03442386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888737,"about_ca_topic_score_gemma":0.00004915564,"domain_scores_codex":[0.9909128,0.0003155454,0.001711531,0.0003823815,0.006231812,0.0004459333],"domain_scores_gemma":[0.9927348,0.0003008978,0.0009927397,0.0004367278,0.002364908,0.003169965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00137029,0.02403129,0.04546469,0.00144464,0.0007815683,0.0003855001,0.3288459,6.381262e-7,0.0004039905,0.01015744,0.03609065,0.5510234],"study_design_scores_gemma":[0.01289116,0.003863131,0.2545535,0.0309834,0.001112975,0.02142356,0.6556047,0.000469155,0.006005027,0.003988727,0.008141301,0.0009634216],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305888,0.002253577,0.0002669262,0.05576405,0.005068792,0.0002860904,7.989717e-7,0.00003256364,0.005738336],"genre_scores_gemma":[0.9839095,0.0008054219,0.0009243661,0.004453004,0.009555427,0.00001953286,0.000015066,0.00004241944,0.0002752464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.55006,"threshold_uncertainty_score":0.9944369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408201579880165,"score_gpt":0.3806962667022188,"score_spread":0.3666142509034171,"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."}}