{"id":"W2933600704","doi":"10.1097/txd.0000000000000880","title":"Impact of Using Alternative Graft Function Endpoints: A Secondary Analysis of a Kidney Transplant Trial","year":2019,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Kidney transplant; Kidney transplantation; Internal medicine; Renal function; Renal transplant; Intensive care medicine; Transplantation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001617291,0.0002221197,0.0008364139,0.0007376058,0.00002628092,0.000007187035,0.00006164974,0.0000875671,0.001176582],"category_scores_gemma":[0.00001020725,0.0001713805,0.0008486931,0.000809974,0.00004114944,0.0001705295,0.000001691238,0.0001093383,0.000009421477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007068605,"about_ca_system_score_gemma":0.0002643708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000787838,"about_ca_topic_score_gemma":0.00002627432,"domain_scores_codex":[0.9983885,0.0001002891,0.0006401518,0.0002908666,0.0003971928,0.0001830518],"domain_scores_gemma":[0.9990224,0.0001562808,0.0003010799,0.0002137735,0.0001288704,0.0001775703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1804456,0.001254108,0.7053431,0.001924401,0.02844266,0.0001031827,0.004404687,0.006917665,0.07009643,0.000151385,0.000009497219,0.000907227],"study_design_scores_gemma":[0.1100564,0.003634737,0.8156819,0.001168593,0.02981189,0.0000787833,0.00007503942,0.007110406,0.03197293,0.00003915131,0.00001422786,0.0003559171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911965,0.00005560114,0.002851456,0.00001192265,0.0002323578,0.0007774778,0.001676389,0.00003080592,0.003167565],"genre_scores_gemma":[0.9975633,0.0003257593,0.0003563783,0.00004923727,0.00002855262,0.00001203315,0.001515555,0.00002021891,0.0001289427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103388,"threshold_uncertainty_score":0.9997365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643690865720336,"score_gpt":0.3273536096831344,"score_spread":0.300916701025931,"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."}}