{"id":"W183454273","doi":"10.1016/j.humimm.2012.07.298","title":"172-P","year":2012,"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 Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Creatinine; Renal function; Rituximab; Antibody; Urology; Immunology; Antigen; Donor specific antibodies; B cell; Internal medicine; Human leukocyte antigen; Gastroenterology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007856479,0.000675395,0.0004037482,0.001486078,0.001692734,0.005315109,0.0008065531,0.003128113,0.6645631],"category_scores_gemma":[0.003165868,0.0003074337,0.000529792,0.0008241169,0.0008790658,0.001316014,0.002053677,0.002103311,0.530685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140329,"about_ca_system_score_gemma":0.002206073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005887479,"about_ca_topic_score_gemma":0.01081406,"domain_scores_codex":[0.9993951,0.00007541326,0.00002436751,0.00009756827,0.0003105279,0.00009694813],"domain_scores_gemma":[0.9986724,0.0003228885,0.00004355426,0.0001804222,0.0005247811,0.0002560312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005540587,0.00007947635,0.0005326936,0.0001139749,0.000007890867,0.0001283446,0.00006829501,0.00009393242,0.001202861,0.02568756,0.8581716,0.1138579],"study_design_scores_gemma":[0.000008624424,0.00001792129,0.0008220652,0.000060567,0.000003525805,0.0000917145,0.00005039569,0.00007015711,0.0002680816,0.002734508,0.995868,0.000004353784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006884442,0.0006714537,0.0005445824,0.004491487,0.003356993,0.00007652341,0.0004544717,0.0002203823,0.9894957],"genre_scores_gemma":[0.001875661,0.0002675087,0.0002410901,0.001692993,0.0006742207,0.00002244069,0.0001751145,0.00005782649,0.9949933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3354369,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03989410104055779,"score_gpt":0.3336745942080022,"score_spread":0.2937804931674444,"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."}}