{"id":"W2951312197","doi":"10.1093/ndt/gfz101.sao013","title":"SaO013ARCHETYPE ANALYSIS IDENTIFIES DISTINCT PROFILES IN RENAL TRANSPLANT RECIPIENTS WITH TRANSPLANT GLOMERULOPATHY ASSOCIATED WITH ALLOGRAFT SURVIVAL","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Sherbrooke","funders":"","keywords":"Medicine; Renal transplant; Transplantation; Kidney transplant; Immunology; Pathology; Kidney transplantation; Internal 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":[0.0009551425,0.0003298941,0.0002874202,0.001651861,0.0003235787,0.0007744221,0.0003932129,0.0002882927,0.0009995598],"category_scores_gemma":[0.002247921,0.0001212514,0.0005908115,0.0009491199,0.0002983573,0.0002059147,0.000634757,0.0002680639,0.0001820957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005903086,"about_ca_system_score_gemma":0.0008842107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032716,"about_ca_topic_score_gemma":0.01732184,"domain_scores_codex":[0.9996043,0.0001080807,0.00003567524,0.0001043588,0.00008570721,0.00006204451],"domain_scores_gemma":[0.9990591,0.0002588882,0.0003197062,0.00009356174,0.0001613572,0.0001073919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001382484,0.00002470692,0.9923769,0.00001072241,0.00006139558,0.00004133142,0.00004718919,0.0008293508,0.001373715,0.00004276316,0.0001404874,0.004913032],"study_design_scores_gemma":[0.000006282499,0.000088806,0.9818772,0.000008516156,0.00004154873,0.0002357027,0.000145623,0.01649853,0.0004975239,0.0002134278,0.0003784923,0.000008296126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969327,0.00006802108,0.002136249,0.00003811985,0.000003092,0.00001381531,0.0005485237,0.00002833119,0.0002310028],"genre_scores_gemma":[0.9970073,0.0000264745,0.001191965,0.00001034113,0.000003650749,0.00001190705,0.001620687,0.000006332635,0.0001213165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032716,"threshold_uncertainty_score":0.0205341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264149381683568,"score_gpt":0.2433913203112617,"score_spread":0.230749826494426,"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."}}