{"id":"W2950139314","doi":"10.1093/ndt/gfz103.sp680","title":"SP680ASSESSING SYMPTOM ASSESSMENT AND MANAGEMENT PROCESSES FOLLOWING THE ADMINISTRATION OF A PATIENT-REPORTED OUTCOME MEASURE TO HEMODIALYSIS PATIENTS IN ONTARIO","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; London Health Sciences Centre; Ontario Stroke Network","funders":"","keywords":"Medicine; Hemodialysis; Intensive care medicine; Patient-reported outcome; Administration (probate law); Emergency medicine; Surgery; Quality of life (healthcare); Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002064824,0.0001769009,0.0003082214,0.0006537426,0.001324386,0.0007894558,0.0006624988,0.0002146785,0.00153629],"category_scores_gemma":[0.008927249,0.0001992023,0.0004706117,0.001367748,0.0005248977,0.0003504396,0.0008124061,0.0003892191,0.0001432638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01621337,"about_ca_system_score_gemma":0.01922224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8844554,"about_ca_topic_score_gemma":0.9338493,"domain_scores_codex":[0.998112,0.0003795755,0.0002177014,0.000144624,0.0008081209,0.0003379278],"domain_scores_gemma":[0.9903693,0.0009361834,0.003025924,0.0001956965,0.004132546,0.001340399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001829306,0.00008492342,0.98574,0.0001365865,0.00003447564,0.00004365451,0.001736586,0.00007834526,0.0002223103,0.00002111912,0.001188146,0.0105309],"study_design_scores_gemma":[0.00001144973,0.00006483649,0.9988417,0.00001676593,0.000009399561,0.000008011948,0.0004256963,0.00007050874,0.00004815097,0.00000344677,0.0004964855,0.000003573242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935662,0.0003749561,0.0001402382,0.0004166886,0.00001185358,0.0002785884,0.001785598,0.00001627769,0.003409584],"genre_scores_gemma":[0.9977984,0.0002528512,0.0003915056,0.00009460866,0.0000103541,0.0001245574,0.0008044394,0.000002824775,0.0005205122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155446,"threshold_uncertainty_score":0.2324501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484532088465915,"score_gpt":0.2745956874609582,"score_spread":0.259750366576299,"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."}}