{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004432536,0.0003022221,0.0004399469,0.001168336,0.000566058,0.001190253,0.0009182802,0.0005504107,0.002014958],"category_scores_gemma":[0.008911986,0.0003047347,0.0006497957,0.001287573,0.0005900923,0.0005108302,0.001767711,0.000753583,0.0001974652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020313,"about_ca_system_score_gemma":0.001559275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09467888,"about_ca_topic_score_gemma":0.1227684,"domain_scores_codex":[0.9981444,0.0007062344,0.0001918588,0.0002861858,0.0003756944,0.0002957085],"domain_scores_gemma":[0.9950467,0.00172158,0.001424009,0.0003833512,0.0006964837,0.0007277844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002358388,0.00002671241,0.9990107,0.000004520497,0.00003676409,0.000007960178,0.0001331973,0.00004194777,0.00003374007,0.00002912676,0.00008049192,0.0005712731],"study_design_scores_gemma":[0.000002561023,0.00001328721,0.9994274,0.000006940861,0.00001131583,0.00001060161,0.0002721538,0.0001179714,0.00001550874,0.00001500174,0.0001049264,0.000002226845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982662,0.0001397326,0.00006335351,0.00009514789,0.0000143275,0.000012076,0.0003272798,0.000003148917,0.001078752],"genre_scores_gemma":[0.9990869,0.00004919639,0.0001127035,0.00004228479,0.00000797596,0.00001116297,0.0003330708,0.000002486353,0.0003542122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09467888,"threshold_uncertainty_score":0.1882555,"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."}}