{"id":"W4300563519","doi":"","title":"Medical student reporting of factors affecting pre-clerkship changes in empathy: a qualitative study","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Empathy and Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Empathy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008390361,0.0003209895,0.0005671589,0.00139507,0.00371875,0.002408978,0.0009894304,0.001116857,0.002610341],"category_scores_gemma":[0.01786175,0.0005404766,0.0004032627,0.0008663198,0.002568638,0.001547042,0.003161586,0.001493629,0.0003405425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338462,"about_ca_system_score_gemma":0.00300199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828363,"about_ca_topic_score_gemma":0.005849426,"domain_scores_codex":[0.9939792,0.003553827,0.0003222477,0.0002583832,0.0005964386,0.001289802],"domain_scores_gemma":[0.9843849,0.007859864,0.002771447,0.0004672903,0.001701488,0.002815045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001419815,0.0004397235,0.1097968,0.0002512907,0.00001730814,0.00139861,0.8704424,0.00004556841,0.002333316,0.0003398727,0.0007091407,0.01408407],"study_design_scores_gemma":[0.000007627867,0.0003863041,0.04141565,0.0001388306,0.000008097227,0.0006498585,0.9536269,0.00009615141,0.0007278958,0.00006201806,0.002856151,0.00002452065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99854,0.0001213379,0.0002397249,0.0003986947,0.00001246168,0.000039511,0.00002703043,0.000004062145,0.0006170363],"genre_scores_gemma":[0.9987993,0.0001641567,0.0002030245,0.0001744696,0.000007812932,0.00005634154,0.0000212204,0.000003217605,0.0005704872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008390361,"threshold_uncertainty_score":0.04437304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3793906829924245,"score_gpt":0.6510103486082045,"score_spread":0.27161966561578,"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."}}