{"id":"W6888931894","doi":"10.25384/sage.23291089.v1","title":"sj-docx-2-cjk-10.1177_20543581231177203 – Supplemental material for Progression of Kidney Disease in Kidney Transplant Recipients With a Failing Graft: A Matched Cohort Study","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Kidney disease; Kidney transplant; Cohort study; Cohort; Kidney transplantation; Kidney","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001232752,0.0008872388,0.001185123,0.002889246,0.001506079,0.002652238,0.00229791,0.002002328,0.8888643],"category_scores_gemma":[0.01021397,0.001159388,0.0008837719,0.002737952,0.0003705132,0.001527778,0.001134905,0.001550121,0.3553428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353616,"about_ca_system_score_gemma":0.001972566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453196,"about_ca_topic_score_gemma":0.0267486,"domain_scores_codex":[0.9990599,0.0001046783,0.0001600557,0.000197457,0.0002707342,0.0002072158],"domain_scores_gemma":[0.9920437,0.003031752,0.0007955273,0.0008196638,0.002120683,0.00118873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004322199,0.0001893264,0.002138079,0.0005867555,0.00002502252,0.00009054993,0.00002751714,0.00007011004,0.0005041024,0.0003704437,0.9874871,0.008078645],"study_design_scores_gemma":[0.003908874,0.0004894933,0.0656918,0.001421719,0.0001519657,0.001250062,0.0004421561,0.0009358011,0.003371798,0.003131674,0.9190242,0.0001804546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001773245,0.0001766721,0.0006814532,0.0009272505,0.0008231052,0.0003879684,0.9796516,0.001431264,0.01414735],"genre_scores_gemma":[0.01643131,0.000540126,0.004296341,0.00228691,0.00118815,0.00189509,0.8757861,0.001993118,0.09558285],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8888643,"threshold_uncertainty_score":0.1585215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885275303664276,"score_gpt":0.3239958122559709,"score_spread":0.2951430592193282,"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."}}