{"id":"W4409328073","doi":"10.3389/ti.2025.14693","title":"Obituary Dr. David Sutherland MD, PhD Emeritus Professor of Surgery, University of Minnesota 25th December 1940–23rd March 2025","year":2025,"lang":"en","type":"article","venue":"Transplant International","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obituary; Medicine; General surgery; Library science; Gerontology; Theology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001050426,0.001063509,0.0007804567,0.001119329,0.001233551,0.002863345,0.0008788339,0.001976178,0.1741735],"category_scores_gemma":[0.007635411,0.0004307521,0.0004852564,0.0003752634,0.0007259108,0.001451426,0.001178661,0.0042709,0.1301483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383224,"about_ca_system_score_gemma":0.002002593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263458,"about_ca_topic_score_gemma":0.005885628,"domain_scores_codex":[0.9992083,0.0001369608,0.00007560927,0.0001475992,0.0003192767,0.000112326],"domain_scores_gemma":[0.9969145,0.0005231987,0.0003143034,0.00008314641,0.001246463,0.0009184465],"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":[0.00001529807,0.000003774783,0.00006728043,0.00002525951,0.000001027036,0.00005889199,0.000007636982,0.00001526755,0.00002801201,0.000205642,0.9928529,0.006718974],"study_design_scores_gemma":[0.00001079485,0.0000161433,0.0003232262,0.000171737,0.000002023377,0.0003753296,0.00003198853,0.00002921444,0.00006020154,0.0001759121,0.9987961,0.000007288482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0009304701,0.03199632,0.001154491,0.162514,0.6369191,0.0001470868,0.001239014,0.0008809446,0.1642185],"genre_scores_gemma":[0.008074592,0.02722337,0.0007088882,0.0588492,0.1826728,0.0002185007,0.0012018,0.0005344425,0.7205164],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1741735,"threshold_uncertainty_score":0.5826683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04681654877696961,"score_gpt":0.2996116560043504,"score_spread":0.2527951072273808,"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."}}