{"id":"W7165281806","doi":"","title":"CROSS-SECTIONAL VALIDITY OF EDMONTON SYMPTOM ASSESSMENT SYSTEM IN KIDNEY TRANSPLANT RECIPIENTS","year":2018,"lang":"en","type":"article","venue":"Iris (University of Trento)","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Kidney transplant; Kidney transplantation; Kidney; Kidney disease; Transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001452814,0.00010644,0.0002946653,0.0002133502,0.00006892157,0.000004965791,0.0001006197,0.00008507207,0.0004045936],"category_scores_gemma":[0.000003985375,0.0001071972,0.0001575259,0.000193259,0.0001234943,0.0001151001,0.00001306766,0.00007839179,0.00001616054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207833,"about_ca_system_score_gemma":0.0001005073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561638,"about_ca_topic_score_gemma":0.0001937558,"domain_scores_codex":[0.9990301,0.00004909411,0.0002139041,0.0002107052,0.00035351,0.0001426939],"domain_scores_gemma":[0.9993911,0.00003741875,0.0001427789,0.0001661756,0.0001272018,0.0001352827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004938872,0.0003571579,0.9966767,0.0003320524,0.0001504117,0.00006768748,0.0006012259,0.000005729449,0.0008444694,0.0001812561,0.00003648328,0.0002529399],"study_design_scores_gemma":[0.004722035,0.0004017253,0.9925702,0.0007729798,0.000128882,0.00002562905,0.0001514869,0.0002936019,0.0006974655,0.000006304594,0.0001562212,0.00007347602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907035,0.000009084587,0.001116933,0.00005803436,0.0002247093,0.0001798628,0.0002528501,0.00002137631,0.007433669],"genre_scores_gemma":[0.9975665,0.00004168242,0.001123537,0.00001154828,0.00002553033,3.737445e-7,0.0001570601,0.000006053006,0.001067712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006863022,"threshold_uncertainty_score":0.4430016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835304519945251,"score_gpt":0.3107884228669839,"score_spread":0.2724353776675315,"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."}}