{"id":"W2791505866","doi":"10.1097/tp.0000000000002125","title":"Establishing a Core Outcome Measure for Graft Health","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Dialysis; Transplantation; Kidney transplantation; Intensive care medicine; Nephrectomy; Surgery; Kidney; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750724,0.00006910841,0.0001517952,0.00007361571,0.00008758244,0.0000215362,0.00003447674,0.00002418651,0.00004137454],"category_scores_gemma":[0.00001881057,0.00005356249,0.00008250483,0.0001034032,0.00002217726,0.00006610147,0.000001903495,0.00003375938,0.00002084283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002932394,"about_ca_system_score_gemma":0.00003782761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005742356,"about_ca_topic_score_gemma":0.0001576833,"domain_scores_codex":[0.9993303,0.00001414559,0.0001907525,0.0001411196,0.0001815165,0.0001421321],"domain_scores_gemma":[0.9996558,0.00002676063,0.00005076803,0.00009569879,0.00007779181,0.00009321963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0146276,0.002418422,0.2556333,0.02478256,0.002034257,0.000199854,0.036794,0.0001688722,0.01962217,0.05440377,0.06664997,0.5226652],"study_design_scores_gemma":[0.0187436,0.003050927,0.915982,0.001607099,0.00307479,0.00005242569,0.0009089164,0.004898138,0.0027659,0.001865415,0.04636019,0.0006906024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6522067,0.0004055527,0.3200693,0.0102311,0.000912795,0.002945493,0.0002395058,0.0002968049,0.01269273],"genre_scores_gemma":[0.9953803,0.00004160087,0.002027191,0.001527959,0.0002466615,0.00003112276,0.000363555,0.0000119071,0.0003697484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6603487,"threshold_uncertainty_score":0.2184215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026681804923931,"score_gpt":0.3747006205123067,"score_spread":0.2720324400199136,"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."}}