{"id":"W7114794567","doi":"10.60787/bsuje.vol25no1.11","title":"NARRATIVE MEDICINE IN EDUCATION: EXPLORING IMPACT OF EXPRESSE DEMOTIONAL INTELLIGENCE ON MENTAL WELL-BEING OF STUDENTS THROUGH NIGERIA LITERATURE CONTENT","year":2025,"lang":"en","type":"article","venue":"Afrischolar Discovery","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Empathy; Nonprobability sampling; Narrative; Reading (process); Population; Content analysis; Mental health; Emotional intelligence; Descriptive statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003910596,0.0001724447,0.000397292,0.0002375586,0.00005094447,0.00002091101,0.0001669159,0.00008975276,0.0001150017],"category_scores_gemma":[0.0007619557,0.0001266172,0.0001165537,0.0005659313,0.0001354152,0.0008436934,0.00005561224,0.0004070572,0.000002410759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217877,"about_ca_system_score_gemma":0.0005073532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001812798,"about_ca_topic_score_gemma":0.000007205896,"domain_scores_codex":[0.9984059,0.0001088162,0.0005559112,0.0002696664,0.0004955924,0.0001641232],"domain_scores_gemma":[0.9991287,0.0001521681,0.0001675791,0.0002743762,0.0001961432,0.0000810483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001625363,0.004475652,0.2991486,0.0006450798,0.0004192093,0.00001495649,0.6488339,0.00005978224,0.03295781,0.005686484,0.002863987,0.003269143],"study_design_scores_gemma":[0.002203644,0.001321766,0.5396944,0.01913076,0.00009965456,0.00001419875,0.3554732,0.000009587658,0.07786516,0.003650884,0.0003292233,0.0002075372],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925056,0.002191947,0.0001542098,0.000897912,0.000979831,0.0004377625,0.000006952801,0.00000798068,0.002817866],"genre_scores_gemma":[0.9973768,0.0009592891,0.0001580907,0.000343675,0.000152792,0.0000639584,0.000120075,0.000009627718,0.0008156688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933607,"threshold_uncertainty_score":0.5163299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049487807811964,"score_gpt":0.3802168201481636,"score_spread":0.339721942070044,"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."}}