{"id":"W2884554449","doi":"10.1097/01.tp.0000542941.11567.f9","title":"Banff Survey on Antibody Mediated Injury in Kidney Allografts","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Medical diagnosis; Gold standard (test); Exact test; Surgery; Internal medicine; Radiology","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":[0.0115221,0.0001823414,0.0003137127,0.002453078,0.0004968892,0.0006737688,0.0006623899,0.0007535557,0.002850445],"category_scores_gemma":[0.03103439,0.0002132311,0.0003464828,0.002215793,0.0005963666,0.001121956,0.001424561,0.0006625092,0.0007070724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668045,"about_ca_system_score_gemma":0.001495242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111042,"about_ca_topic_score_gemma":0.007501342,"domain_scores_codex":[0.9820631,0.008712328,0.002900382,0.001056878,0.004147456,0.001119814],"domain_scores_gemma":[0.9583004,0.01278207,0.0202594,0.00124898,0.00509942,0.002309885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005589096,0.00008327753,0.9850363,0.0001208109,0.00001553709,0.00004902632,0.0008214723,0.00007639673,0.0001255281,0.0001439927,0.003493195,0.009978661],"study_design_scores_gemma":[0.000004060974,0.0000780853,0.9950007,0.0001348541,0.000004017565,0.0001529801,0.001004689,0.0002144911,0.00007943373,0.0000788916,0.003238117,0.00000970865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854748,0.001059888,0.0009039249,0.002829898,0.00008162778,0.0002901143,0.004034545,0.0000346469,0.005290587],"genre_scores_gemma":[0.9933268,0.0007911696,0.001216465,0.001496623,0.0001107523,0.0003838085,0.002167448,0.000008894018,0.0004980552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0115221,"threshold_uncertainty_score":0.06093544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590836863935219,"score_gpt":0.3407740648074297,"score_spread":0.3148656961680775,"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."}}