{"id":"W2791925304","doi":"10.1177/2054358117753616","title":"Practice Patterns in the Treatment and Monitoring of Acute T Cell–Mediated Kidney Graft Rejection in Canada","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Medicine; Subclinical infection; Kidney transplantation; Transplantation; Internal medicine; Nephrology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001967705,0.0001797318,0.0002409071,0.001359374,0.002463206,0.001315966,0.00128545,0.0005695107,0.001953886],"category_scores_gemma":[0.009901532,0.0002800472,0.0003378654,0.00404332,0.001073106,0.0004641973,0.001141933,0.0007303405,0.0001292261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04367292,"about_ca_system_score_gemma":0.07736922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878263,"about_ca_topic_score_gemma":0.989491,"domain_scores_codex":[0.9954625,0.0006744049,0.0004773245,0.0005128745,0.001847813,0.00102517],"domain_scores_gemma":[0.9826977,0.00205773,0.00418762,0.0002494203,0.005668494,0.005139028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007545018,0.00005175201,0.9619794,0.0002779844,0.00004837791,0.0002156729,0.004577237,0.000276813,0.0003290965,0.0003418611,0.005197892,0.02662841],"study_design_scores_gemma":[0.00001945531,0.00004698859,0.9859763,0.0002872071,0.00002674277,0.000255354,0.00677583,0.0006862279,0.0001381385,0.00006826218,0.00568472,0.00003483679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676586,0.005637803,0.0005812563,0.01310569,0.00008097944,0.0001676884,0.002702642,0.00004863683,0.0100167],"genre_scores_gemma":[0.9956228,0.001961364,0.0004642121,0.001079586,0.00001171609,0.00002507284,0.0003994445,0.000006737449,0.0004289626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04367292,"threshold_uncertainty_score":0.3168707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662028612317219,"score_gpt":0.2980128806088091,"score_spread":0.281392594485637,"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."}}