{"id":"W7079203129","doi":"","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":"Geochemistry and Geologic Mapping","field":"Computer Science","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":[0.006728465,0.0005939461,0.0005836494,0.001197276,0.005311966,0.008653307,0.001178783,0.005931435,0.01795775],"category_scores_gemma":[0.02786993,0.0003150153,0.0007567988,0.0008697216,0.01100434,0.01270669,0.01093826,0.00842735,0.004936294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003830345,"about_ca_system_score_gemma":0.00909599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004447045,"about_ca_topic_score_gemma":0.009560288,"domain_scores_codex":[0.9932395,0.004338852,0.0002703388,0.0002782218,0.001058281,0.0008148353],"domain_scores_gemma":[0.9835149,0.009083403,0.000956768,0.0007868999,0.002701956,0.002956143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002716742,0.0001625087,0.004290952,0.001063093,0.00005377232,0.0006849492,0.08758892,0.000128756,0.0007423168,0.08311523,0.5174136,0.3044843],"study_design_scores_gemma":[0.00008207343,0.000192689,0.01048266,0.003912042,0.00006194974,0.002574686,0.1235103,0.0004501362,0.001662867,0.08322412,0.7736669,0.0001795648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01807954,0.04879658,0.01608803,0.7969679,0.01596,0.000223464,0.0002768304,0.0005570246,0.1030507],"genre_scores_gemma":[0.5852453,0.06522907,0.03082758,0.1854757,0.008429875,0.001184675,0.0005348944,0.0009796307,0.1220932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01795775,"threshold_uncertainty_score":0.06007463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851095602542015,"score_gpt":0.3129249203430763,"score_spread":0.2844139643176561,"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."}}