{"id":"W3047975909","doi":"10.1097/mat.0000000000001250","title":"Summary of the 2020 IFAO-ASAIO Session on Implantable Artificial Kidney","year":2020,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Session (web analytics); Renal replacement therapy; Medicine; Government (linguistics); Round table; Political science; Business; Surgery; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001445845,0.0000877945,0.000162889,0.00004020049,0.0001311571,0.00002149066,0.00009325798,0.00005701333,0.0006225922],"category_scores_gemma":[0.0001076265,0.00005543921,0.000102165,0.0002018464,0.00002834048,0.00008038512,0.00001244159,0.0003845457,0.00007112375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002910479,"about_ca_system_score_gemma":0.0002167115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005886709,"about_ca_topic_score_gemma":0.000002643111,"domain_scores_codex":[0.9990348,0.00005783331,0.0002874407,0.0001046704,0.0003849321,0.0001302858],"domain_scores_gemma":[0.9994068,0.00003724022,0.0001439909,0.00009278332,0.0000767794,0.000242369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00270958,0.0004499388,0.07818824,0.0002781037,0.000217958,0.0002180302,0.002387161,0.00009636511,0.4711981,0.001969911,0.4224712,0.01981536],"study_design_scores_gemma":[0.006494703,0.001433112,0.2009551,0.001395002,0.000509076,0.002204055,0.0006778585,0.000552736,0.675415,0.0010484,0.1089356,0.0003792894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171393,0.0001313105,0.0008176644,0.05513582,0.001368314,0.0002707191,0.00008792688,0.00005282005,0.02499616],"genre_scores_gemma":[0.9910927,0.0001137778,0.0001072143,0.007377992,0.0006963066,8.027546e-7,0.00002775896,0.00001437554,0.0005690269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3135356,"threshold_uncertainty_score":0.6816947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211276539524598,"score_gpt":0.2683647989511727,"score_spread":0.2462520335559267,"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."}}