{"id":"W7161887310","doi":"10.82308/53181","title":"Pre-transplant anti-LG3 autoantibodies in kidney transplantation: Impact on the occurrence and prognosis of early acute vascular rejection","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transplantation; Kidney transplantation; Goodpasture syndrome; Vascular disease; Transplant surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001751073,0.000231806,0.0005707407,0.0005198992,0.0002790936,0.001384046,0.00031378,0.0007201956,0.002524402],"category_scores_gemma":[0.002617895,0.0001070946,0.0004363483,0.0006474785,0.0004374,0.0006838448,0.0004444687,0.001001871,0.0003635382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004265287,"about_ca_system_score_gemma":0.0006124442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007120041,"about_ca_topic_score_gemma":0.0009325112,"domain_scores_codex":[0.9992729,0.0002761012,0.00007256474,0.0001121719,0.0001515652,0.0001148138],"domain_scores_gemma":[0.9974211,0.0008463435,0.001094266,0.0001216173,0.0002128978,0.0003037479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002254739,0.0002709479,0.9629121,0.0002749508,0.0002003414,0.0004114909,0.0001274056,0.0002700638,0.003960283,0.0001713521,0.0003932603,0.028753],"study_design_scores_gemma":[0.00003213552,0.001361037,0.990968,0.0001644921,0.0002419351,0.00213494,0.0002576712,0.0004541053,0.001541046,0.0003433859,0.002479782,0.000021445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758094,0.02086113,0.0005733907,0.0008220061,0.0001011851,0.00002104463,0.0002428287,0.00001852,0.001550402],"genre_scores_gemma":[0.9935831,0.00464767,0.0004248158,0.0003398084,0.0003021503,0.0000197663,0.0001761783,0.000006065833,0.0005003933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002524402,"threshold_uncertainty_score":0.009260654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161987432202455,"score_gpt":0.320386003441287,"score_spread":0.3041872602210415,"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."}}