{"id":"W2802049745","doi":"10.5116/ijme.5ac6.44ba","title":"Are alexithymia and empathy predicting factors of the resilience of medical residents in France?","year":2018,"lang":"en","type":"article","venue":"International Journal of Medical Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Empathy; Psychology; Toronto Alexithymia Scale; Psychological resilience; Multilevel model; Clinical psychology; Trait; Scale (ratio); Interpersonal Reactivity Index; Psychiatry; Social psychology; Perspective-taking; Cartography; Geography; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006540128,0.0001811673,0.0001770305,0.0006677621,0.0004522339,0.0003887294,0.0001700838,0.0003719617,0.001974751],"category_scores_gemma":[0.00242948,0.0001101021,0.0002586177,0.0003292983,0.0004197696,0.0002549935,0.0003662387,0.0002564858,0.0001777106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007710438,"about_ca_system_score_gemma":0.0007496225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02955619,"about_ca_topic_score_gemma":0.03507134,"domain_scores_codex":[0.9996614,0.0001238601,0.00001915983,0.0000446889,0.00004546032,0.0001054697],"domain_scores_gemma":[0.9990596,0.0001904711,0.0004182505,0.00002465047,0.00008802965,0.0002190307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004549665,0.00002928461,0.9955368,0.00001097327,0.00002687789,0.00007619181,0.000626419,0.00006008113,0.0001719451,0.00002752861,0.0001366584,0.003251741],"study_design_scores_gemma":[0.000001368409,0.00004240832,0.9988638,0.000009225331,0.000004621289,0.00009320694,0.00074122,0.00008718519,0.00001735286,0.00001683738,0.0001206167,0.000002195645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994732,0.0001495689,0.00002505851,0.0001300892,0.00000194938,0.000001776854,0.00002609639,0.000001641215,0.0001907419],"genre_scores_gemma":[0.9998044,0.00005436272,0.0000297093,0.00001459272,0.000002779542,0.000002133502,0.00002596427,2.658169e-7,0.00006580336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02955619,"threshold_uncertainty_score":0.05876827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434348905819438,"score_gpt":0.4782503353769983,"score_spread":0.4348154447950545,"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."}}