{"id":"W4392290983","doi":"10.1111/hdi.13137","title":"In memoriam: Todd S. Ing, <scp>MD</scp>","year":2024,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nephrology; Medicine; Internal medicine; Hemodialysis; Dialysis; Peritoneal dialysis; Intensive care medicine; Family medicine","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":[0.002304466,0.001461014,0.001434987,0.0009351942,0.001770717,0.003589915,0.002058726,0.004184652,0.02459313],"category_scores_gemma":[0.02298855,0.0004157173,0.001136355,0.0004142368,0.00112475,0.002825634,0.001871266,0.0102848,0.02280551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002284598,"about_ca_system_score_gemma":0.00324723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002380822,"about_ca_topic_score_gemma":0.00414209,"domain_scores_codex":[0.9985723,0.0002327527,0.0001640713,0.0002504539,0.0006463984,0.0001340702],"domain_scores_gemma":[0.9900724,0.001795264,0.0005470476,0.0002628819,0.005833335,0.001489127],"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":[0.00001045761,0.000003966163,0.00005619778,0.00002964724,0.000002815299,0.0001182003,0.00001936399,0.000008979031,0.00001928173,0.00009875696,0.9946342,0.004998211],"study_design_scores_gemma":[0.00001697831,0.00002129326,0.0003073972,0.0001632675,0.00001246079,0.001234001,0.0001302051,0.00007868186,0.0001364861,0.0004381302,0.9974457,0.00001551388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002803568,0.004842755,0.0004004006,0.1939454,0.7954331,0.00003921639,0.0001881556,0.0001746172,0.004695965],"genre_scores_gemma":[0.004821898,0.008552543,0.0006405122,0.1953815,0.7214407,0.0001296899,0.0003357745,0.0001684827,0.06852881],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02459313,"threshold_uncertainty_score":0.08227217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339053676207667,"score_gpt":0.2876880842683686,"score_spread":0.2742975475062919,"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."}}