{"id":"W7014378382","doi":"","title":"Peer assessment of empathy and communication skills: a new approach in undergraduate medical education","year":2024,"lang":"en","type":"article","venue":"Lund University Publications (Lund University)","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Observational study; TUTOR; Conversation; Observational learning; Interpersonal communication; Peer assessment; Communication skills","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02741458,0.0008215533,0.001120235,0.003423095,0.002136629,0.004874071,0.002986503,0.00252395,0.004177109],"category_scores_gemma":[0.02847291,0.0004748436,0.0007527582,0.001856272,0.004832287,0.007141707,0.008060439,0.004142737,0.001151311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465451,"about_ca_system_score_gemma":0.008418254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093432,"about_ca_topic_score_gemma":0.001870661,"domain_scores_codex":[0.9765993,0.01605181,0.001218029,0.001105602,0.004457655,0.0005675504],"domain_scores_gemma":[0.9811632,0.007957155,0.0009705144,0.001703445,0.005444014,0.002761689],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007332231,0.001055127,0.01671669,0.0011005,0.00003689997,0.0004141648,0.01261593,0.0008859254,0.0008164883,0.02115672,0.00874767,0.9363805],"study_design_scores_gemma":[0.0002587988,0.00742551,0.07226013,0.01206542,0.000301973,0.01442584,0.05899126,0.02528773,0.006774613,0.2356272,0.5660944,0.0004869847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1545875,0.0598613,0.5682054,0.07927919,0.007095329,0.00488717,0.0001944283,0.001663505,0.1242263],"genre_scores_gemma":[0.4157974,0.01952736,0.5421835,0.003266973,0.002550665,0.004965078,0.0001484786,0.0002630393,0.01129761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9725854,"threshold_uncertainty_score":0.1449839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624439114332235,"score_gpt":0.296146725612072,"score_spread":0.2799023344687497,"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."}}