{"id":"W2088555175","doi":"10.1016/j.humimm.2005.08.109","title":"Post-transplant persistence of pre-formed donor specific class I and class II antibody detected by FlowPRA in primary renal allografts transplanted with a negative anti-human globulin enhanced crossmatch","year":2005,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Persistence (discontinuity); Globulin; Antibody; Immunology; Medicine; Renal transplant; Class (philosophy); Donor specific antibodies; Transplantation; Kidney transplantation; Internal medicine; Computer science","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":[0.000376194,0.000258992,0.0004494615,0.0006788229,0.0003897907,0.0004610421,0.0002748587,0.0006049221,0.003288786],"category_scores_gemma":[0.001458269,0.0001741462,0.0002581408,0.000245213,0.0004533875,0.0004476031,0.0002296431,0.0008948011,0.0004162361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278551,"about_ca_system_score_gemma":0.000281507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188692,"about_ca_topic_score_gemma":0.0009181599,"domain_scores_codex":[0.9998005,0.00002656116,0.00001746604,0.00002856649,0.00003318283,0.00009378211],"domain_scores_gemma":[0.9989125,0.0004638645,0.0001632093,0.00008484986,0.0001064796,0.0002691318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01037447,0.00191099,0.7912537,0.0001174798,0.0001480915,0.05713977,0.0005755993,0.0001958906,0.1218455,0.0003249172,0.00050371,0.01560985],"study_design_scores_gemma":[0.00009104372,0.003947722,0.9289788,0.00001125606,0.0001531999,0.04929127,0.0003834536,0.0008773456,0.01559515,0.0001284938,0.000529095,0.00001297452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989779,0.0001018669,0.0001029007,0.00002981232,0.0000113527,0.00000511997,0.00002682498,0.00000774219,0.0007365462],"genre_scores_gemma":[0.9996411,0.00002425648,0.00002728413,0.00002918421,0.0000158227,0.00000267881,0.00003668254,0.00000155432,0.0002214161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003288786,"threshold_uncertainty_score":0.01100206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142700625121529,"score_gpt":0.2647775896353979,"score_spread":0.2533505833841826,"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."}}