{"id":"W4205834369","doi":"10.1097/01.tp.0000758612.06180.ea","title":"Abstracts","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Login; Computer science; World Wide Web; Internet privacy; Personally identifiable information; Social media; Computer security","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005928686,0.00005477666,0.00008812232,0.0000464878,0.00003675666,0.0000140906,0.00001870577,0.00004212495,0.001227538],"category_scores_gemma":[0.000007963524,0.00005297778,0.00003687988,0.0001498508,0.00001823814,0.00005900419,9.470768e-7,0.00009580742,0.0004529274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001157784,"about_ca_system_score_gemma":0.0001008523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001091472,"about_ca_topic_score_gemma":0.00002331329,"domain_scores_codex":[0.9993929,0.00001837743,0.0001342179,0.0001278551,0.0002064265,0.0001202396],"domain_scores_gemma":[0.9996828,0.00003427572,0.00001362068,0.00009369056,0.00008678788,0.00008881792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001555619,0.000748227,0.05405684,0.003034953,0.0002218356,0.01391708,0.003871339,0.0001033266,0.8881235,0.007211652,0.001332602,0.02582308],"study_design_scores_gemma":[0.002108365,0.00005400803,0.5550002,0.00007832075,0.0001010655,0.001277908,0.00007815839,0.0000267919,0.43873,0.0001117326,0.002353453,0.00007992547],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424036,0.0001589785,0.001954917,0.001940924,0.00008570961,0.0001264848,0.00002356277,0.00008999505,0.05321579],"genre_scores_gemma":[0.9939553,0.0007370773,0.001529078,0.0003032056,0.0000538435,0.000004013805,0.000368625,0.00001032647,0.003038526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5009434,"threshold_uncertainty_score":0.9996855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860555742093994,"score_gpt":0.3253541139065724,"score_spread":0.2967485564856325,"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."}}