{"id":"W7165261636","doi":"","title":"Edmonton symptom assessment system (ESAS) in kidney transplant recipients","year":2017,"lang":"it","type":"article","venue":"Iris (University of Trento)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Kidney transplant; Kidney transplantation; Kidney; Kidney disease; MEDLINE","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005013431,0.000309417,0.0008418956,0.0004895884,0.0004357904,0.00008192869,0.0008177778,0.00018363,0.0008606057],"category_scores_gemma":[0.0000239968,0.0003316152,0.0004892942,0.0001781444,0.0002206254,0.0003054397,0.0002786742,0.0002459882,0.000146829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006238206,"about_ca_system_score_gemma":0.0002241483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007093641,"about_ca_topic_score_gemma":0.0006693189,"domain_scores_codex":[0.9976279,0.0001673671,0.0003610572,0.0005924253,0.000781398,0.0004699058],"domain_scores_gemma":[0.9975944,0.00003046624,0.0005720291,0.001116789,0.0001018963,0.0005843983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00232034,0.005938512,0.8751041,0.005564853,0.004321652,0.005312665,0.01031846,0.0002067602,0.001066165,0.005593298,0.03633587,0.0479173],"study_design_scores_gemma":[0.006783333,0.000257105,0.9639929,0.006823897,0.002191461,0.000002822571,0.00366982,0.0046539,0.00002016308,0.000007949364,0.01127107,0.0003255703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8102793,0.0004524596,0.0009566219,0.00489517,0.001756763,0.001031241,0.000573653,0.00006288134,0.1799919],"genre_scores_gemma":[0.9873441,0.0008591815,0.0002336775,0.00004439756,0.0001029351,9.026054e-7,0.0001538297,0.00001931435,0.01124161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1770649,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652876266536481,"score_gpt":0.2527353523924599,"score_spread":0.2362065897270951,"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."}}