{"id":"W7033249600","doi":"","title":"Predicition models for delayed graft function: external validation on The Dutch Prospective Renal Transplantation Registry","year":2018,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transplantation; Kidney transplantation; Prospective cohort study; Cadaveric spasm; Nephrology; Complication; Observational study; Renal function","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04095403,0.001102965,0.0009052481,0.002006509,0.0006053203,0.001313582,0.001911981,0.000646499,0.001550623],"category_scores_gemma":[0.06998518,0.000424657,0.001911077,0.002487211,0.000747444,0.0009807391,0.002176937,0.00105796,0.0006688961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242615,"about_ca_system_score_gemma":0.002405344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280945,"about_ca_topic_score_gemma":0.009336627,"domain_scores_codex":[0.9804121,0.01372992,0.001617466,0.00206384,0.001678364,0.0004984422],"domain_scores_gemma":[0.9184278,0.04937014,0.01062798,0.01249585,0.007815771,0.001262521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00155163,0.0006065883,0.9729095,0.0001152529,0.001057841,0.0001404775,0.0002861637,0.009932716,0.0002176674,0.0002467413,0.001644415,0.01129113],"study_design_scores_gemma":[0.001140558,0.00124614,0.8347816,0.0002549279,0.001096135,0.0006851951,0.0007253665,0.152049,0.001649794,0.0007730468,0.005515096,0.0000831316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881471,0.0002072091,0.004829404,0.00009070495,0.00003203555,0.0003375882,0.005694142,0.00005063482,0.0006111484],"genre_scores_gemma":[0.9766271,0.0001093115,0.004507706,0.00003593666,0.00002066718,0.0004778715,0.01801942,0.00002948417,0.0001725929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04095403,"threshold_uncertainty_score":0.2165881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862385668456585,"score_gpt":0.2323190865886425,"score_spread":0.2136952299040767,"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."}}