{"id":"W7164763862","doi":"10.26443/ijwpc.v12i2.633","title":"For Layla: Reclaiming Purpose Through Service, Humility, and Empathy in Healthcare","year":2025,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Health care; Patient care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004885589,0.0004860313,0.000368867,0.000801036,0.01520261,0.007908002,0.00106639,0.003798743,0.006098304],"category_scores_gemma":[0.009443879,0.0003516446,0.0005078437,0.00033988,0.01495173,0.007050527,0.01132956,0.009518142,0.001670393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003676687,"about_ca_system_score_gemma":0.008739855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182562,"about_ca_topic_score_gemma":0.01004265,"domain_scores_codex":[0.9919422,0.005930453,0.0001508408,0.0002368212,0.0006165964,0.001123142],"domain_scores_gemma":[0.994354,0.001609969,0.0004017382,0.0002383598,0.0006288706,0.002767142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001107356,0.0004210361,0.006919943,0.0006353721,0.00004910808,0.004624805,0.6175727,0.0001103864,0.002434263,0.04063492,0.1884002,0.1380864],"study_design_scores_gemma":[0.00003967513,0.0002317206,0.006241492,0.001446721,0.00003550336,0.009891734,0.6669464,0.0003063358,0.001352491,0.01869517,0.2946942,0.0001184941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2614145,0.02390313,0.01423708,0.5102136,0.007988309,0.0003004941,0.00006439833,0.000667093,0.1812113],"genre_scores_gemma":[0.8914005,0.008122057,0.01152296,0.05117465,0.0009585234,0.000239775,0.00003699181,0.0001678448,0.03637673],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01520261,"threshold_uncertainty_score":0.0266763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820884433635052,"score_gpt":0.3867037663496807,"score_spread":0.3484949220133302,"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."}}