{"id":"W2114358746","doi":"10.1097/01.asn.0000054496.68498.13","title":"Protocol Core Needle Biopsy and Histologic Chronic Allograft Damage Index (CADI) as Surrogate End Point for Long-Term Graft Survival in Multicenter Studies","year":2003,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"NIH Clinical Center; University of Calgary","keywords":"Medicine; Urology; Creatinine; Biopsy; Transplantation; Surgery; Renal function; End point; Clinical endpoint; Gastroenterology; Internal medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003727005,0.0001671298,0.000715823,0.00006502055,0.00005960687,0.000004773146,0.0001137722,0.00005960178,0.00001974499],"category_scores_gemma":[0.00005277845,0.00009914565,0.0003722348,0.0001623477,0.0007790138,0.00005519365,0.0000268822,0.000230804,4.921172e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525422,"about_ca_system_score_gemma":0.0001201015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005768658,"about_ca_topic_score_gemma":0.00006021164,"domain_scores_codex":[0.9987949,0.0001359989,0.000493208,0.0001466045,0.000186942,0.0002423974],"domain_scores_gemma":[0.9985602,0.0002855645,0.0007858064,0.0001447453,0.0001501818,0.00007349718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001595428,0.0003777454,0.981813,0.0004137721,0.001235312,0.00007859943,0.001152557,0.00002598812,0.01227038,0.00003703433,0.0002016206,0.0007985703],"study_design_scores_gemma":[0.01023471,0.00247171,0.9834026,0.0001856421,0.0002695346,0.0006552336,0.001125394,0.00005346341,0.0003736964,0.0001609684,0.0009748334,0.00009227423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912428,0.0002569672,0.0001079271,0.002180104,0.00007869606,0.006097362,0.000007223087,0.000004474831,0.00002441336],"genre_scores_gemma":[0.9949932,0.0004351747,0.002015069,0.001802737,0.00004580985,0.0005868463,0.000002055584,0.00001529953,0.0001038689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01189669,"threshold_uncertainty_score":0.4043043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924214385020384,"score_gpt":0.3699792779985358,"score_spread":0.3207371341483319,"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."}}