{"id":"W2883934817","doi":"10.1097/01.tp.0000543050.90001.f8","title":"Immune Profiling in Highly Sensitized Kidney Transplant Recipients","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Immunology; Peripheral blood mononuclear cell; Antigen; Immune system; Medicine; CD19; CD8; Human leukocyte antigen; Transplantation; Cytokine; Biology; Internal medicine","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":[0.0002101666,0.000157667,0.0002423497,0.0004962719,0.0002118522,0.0003493403,0.00009304215,0.0002240006,0.002808657],"category_scores_gemma":[0.0002459403,0.00006529798,0.0001785964,0.000299973,0.0001190386,0.0001515648,0.0001958035,0.0003043497,0.0003401816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000975268,"about_ca_system_score_gemma":0.00008224768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215191,"about_ca_topic_score_gemma":0.000119125,"domain_scores_codex":[0.9998407,0.00003773623,0.00001874219,0.00003864896,0.00002761532,0.000036537],"domain_scores_gemma":[0.9998562,0.00002546686,0.00004632792,0.000009378407,0.00001864033,0.00004398353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004989941,0.0007885548,0.6630683,0.0003647477,0.00009193525,0.002346775,0.0005917989,0.0002849196,0.2951488,0.0001717717,0.0005662997,0.03158629],"study_design_scores_gemma":[0.00003758732,0.003836583,0.9649915,0.00003361788,0.0001009267,0.005351031,0.0004364827,0.0004290394,0.02165436,0.0001588526,0.002956372,0.00001364552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976927,0.000644275,0.0003358763,0.00002644971,0.000008847696,0.00002889617,0.0001974469,0.000009971288,0.001055695],"genre_scores_gemma":[0.9985306,0.0002357325,0.0002485369,0.00007020535,0.00001431278,0.00003309521,0.0002179001,0.000002559199,0.0006469175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002808657,"threshold_uncertainty_score":0.009395897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958034951599601,"score_gpt":0.2913670512517283,"score_spread":0.2717867017357323,"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."}}