{"id":"W4407640711","doi":"10.1016/j.jpurol.2025.02.018","title":"Commentary to surgery with compassion: A potential shift in surgical paradigms","year":2025,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Compassion; General surgery; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01162224,0.001111986,0.001676166,0.00151326,0.008011729,0.008068259,0.005303475,0.08010637,0.01360564],"category_scores_gemma":[0.08487834,0.0009673053,0.001835794,0.001768822,0.0126134,0.01415509,0.006106825,0.09200107,0.004659593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140587,"about_ca_system_score_gemma":0.01905228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477292,"about_ca_topic_score_gemma":0.02774132,"domain_scores_codex":[0.988026,0.004671174,0.00107529,0.001634076,0.00307923,0.001514334],"domain_scores_gemma":[0.9126099,0.05564885,0.00399005,0.001044746,0.01617247,0.01053396],"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":[0.00002131864,0.000008058959,0.00006220065,0.0001353004,0.000008335563,0.000266103,0.000510614,0.00003412373,0.00005687893,0.005429795,0.9905533,0.002914029],"study_design_scores_gemma":[0.00005927118,0.00002348793,0.0004474356,0.001542442,0.00002962848,0.0008993294,0.003107982,0.0001440248,0.0001202659,0.01418297,0.979355,0.00008818074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006655986,0.001384973,0.00003942379,0.9630286,0.03496604,0.000002164944,0.00001112766,0.000004508519,0.0004965917],"genre_scores_gemma":[0.001983769,0.001241742,0.0001145581,0.9373333,0.05803356,0.00001204628,0.000008365384,0.00001467924,0.001257965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08010637,"threshold_uncertainty_score":0.08275574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919974043692031,"score_gpt":0.4259826559592364,"score_spread":0.3867829155223161,"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."}}