{"id":"W4245792708","doi":"10.1097/tp.0000000000002338","title":"Abstracts","year":2018,"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":["insufficient_payload"],"category_scores_codex":[0.00008550893,0.000058867,0.00007716504,0.00008156309,0.00005765016,0.0000111921,0.00002983127,0.00004257238,0.00122612],"category_scores_gemma":[0.000004843574,0.00005230113,0.00002602617,0.0001310017,0.00007063458,0.00006801107,8.093509e-7,0.00007398561,0.001559786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001103918,"about_ca_system_score_gemma":0.00003997691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002722752,"about_ca_topic_score_gemma":0.00003116507,"domain_scores_codex":[0.9994024,0.00001202316,0.0001321606,0.0001183153,0.0001984731,0.0001366284],"domain_scores_gemma":[0.9997002,0.00002337632,0.00001674563,0.00008861627,0.00008044098,0.00009060326],"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":[0.008894579,0.0008870068,0.1059069,0.002781972,0.0003185652,0.001897324,0.01535516,0.00001461482,0.7825586,0.01044802,0.005004392,0.06593288],"study_design_scores_gemma":[0.002274252,0.00038393,0.7241749,0.00007636009,0.00009093208,0.0003886067,0.0000457272,0.00005792519,0.2689572,0.0001328214,0.003321223,0.00009615069],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274754,0.00002153827,0.002378316,0.0008170959,0.00009731136,0.0001909828,0.00001354707,0.0001068168,0.06889901],"genre_scores_gemma":[0.9966429,0.0001456001,0.001180286,0.0002640443,0.0001941237,0.000004158915,0.00009697984,0.00001103801,0.00146088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.618268,"threshold_uncertainty_score":0.9996869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979353271292923,"score_gpt":0.3394271724647852,"score_spread":0.309633639751856,"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."}}