{"id":"W3209869279","doi":"10.1681/asn.2021091171","title":"Tribute to Barbara T. Murphy","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tribute; Transplantation; Medicine; Kidney transplantation; Management; Gerontology; Sociology; Surgery; Art history; History","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":[0.005551312,0.001220129,0.002126076,0.001161721,0.009645296,0.01001684,0.002920405,0.01269584,0.03932629],"category_scores_gemma":[0.05023985,0.0009158612,0.001262557,0.000748357,0.003985623,0.004151469,0.004407321,0.04572186,0.0396313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065767,"about_ca_system_score_gemma":0.01204431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01122777,"about_ca_topic_score_gemma":0.02401669,"domain_scores_codex":[0.9929693,0.001366672,0.0003851898,0.001261524,0.003041163,0.0009761423],"domain_scores_gemma":[0.967225,0.00483336,0.001106022,0.001270044,0.01302724,0.01253847],"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":[0.000008373654,0.000009626111,0.00004933707,0.00001137482,0.000003229658,0.00007483798,0.00005290304,0.000006926026,0.00002458416,0.0007175907,0.9966601,0.002381111],"study_design_scores_gemma":[0.00001193173,0.00001873449,0.0002281203,0.0001389361,0.000005784048,0.0003722839,0.0003877402,0.00004045084,0.00005238038,0.0009596369,0.9977624,0.00002154206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002657422,0.005084915,0.0002172361,0.8402102,0.1379833,0.00002515479,0.00007202863,0.0001423881,0.01599895],"genre_scores_gemma":[0.005145583,0.002894753,0.000722142,0.7990995,0.04644295,0.0001068443,0.00007806798,0.0002355844,0.1452746],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03932629,"threshold_uncertainty_score":0.1315595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362358330389187,"score_gpt":0.2851741498351816,"score_spread":0.2715505665312898,"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."}}