{"id":"W4407600917","doi":"10.26443/ijwpc.v12i1.583","title":"Wisdom in Healthcare: Finding Wisdom in Unexpected Places","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":"Health care; Psychology; Medicine; Philosophy; Computer science; Political science; Law","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":[0.01305906,0.0008181577,0.001134027,0.002221969,0.01551571,0.02414338,0.003159303,0.007087255,0.01612015],"category_scores_gemma":[0.03710481,0.0009329222,0.0009140248,0.001554153,0.02668336,0.02626043,0.02575129,0.01214887,0.007486191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004312988,"about_ca_system_score_gemma":0.01565678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938631,"about_ca_topic_score_gemma":0.004174008,"domain_scores_codex":[0.978712,0.01431987,0.0006164569,0.001092826,0.003227431,0.002031297],"domain_scores_gemma":[0.9726697,0.01058316,0.002388121,0.002595004,0.003121944,0.008642051],"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":[0.00009543877,0.0001981139,0.006366681,0.001016177,0.0001543747,0.004726153,0.3053705,0.0002531916,0.0008923754,0.09107101,0.3925408,0.1973152],"study_design_scores_gemma":[0.00003929293,0.0001435677,0.002438316,0.002377387,0.00003524742,0.005503425,0.3914427,0.0003140283,0.0003157141,0.1658104,0.4314365,0.0001434117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05389154,0.0385511,0.03213902,0.5720501,0.01383169,0.0002506746,0.0002123185,0.001105559,0.287968],"genre_scores_gemma":[0.7661973,0.03130729,0.02756188,0.1094919,0.004212443,0.0003700521,0.0002520279,0.0008064357,0.05980071],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02414338,"threshold_uncertainty_score":0.06906378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093822248966693,"score_gpt":0.3637697868845241,"score_spread":0.3428315643948572,"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."}}