{"id":"W4396993431","doi":"10.1681/asn.20213210s1655a","title":"Symptom Management Preferences of Kidney Transplant Recipients and Caregivers","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Kidney transplant; Intensive care medicine; Kidney transplantation; Nephrology; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002836432,0.0001754867,0.0003421434,0.0004428948,0.001249017,0.001316044,0.0002241392,0.0003306072,0.002497932],"category_scores_gemma":[0.01059196,0.0001036638,0.0003243397,0.000359924,0.0004961478,0.0007499201,0.001412521,0.0005156976,0.000208415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006533724,"about_ca_system_score_gemma":0.0008336985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935306,"about_ca_topic_score_gemma":0.00368742,"domain_scores_codex":[0.9985842,0.00075148,0.000163973,0.00008286633,0.0001877631,0.0002299181],"domain_scores_gemma":[0.9970788,0.00132076,0.0006145199,0.00006672602,0.0004288578,0.0004904503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006897906,0.0002115952,0.64623,0.0005629671,0.00007794708,0.003784709,0.2897895,0.0002694186,0.001654585,0.0005636413,0.003752341,0.05241337],"study_design_scores_gemma":[0.00003719411,0.0005980295,0.2364582,0.0004088682,0.00005961256,0.00502032,0.7465336,0.0004232443,0.0006862049,0.0006008387,0.009107864,0.00006596333],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997784,0.0003271392,0.0001221124,0.0004211617,0.00001302208,0.00001963138,0.0000963302,0.000002169305,0.001214663],"genre_scores_gemma":[0.998969,0.0003092137,0.0001532179,0.0001748733,0.00000672796,0.00002757393,0.00006574404,0.000001727303,0.0002920418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002935306,"threshold_uncertainty_score":0.0150007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07348905058655558,"score_gpt":0.402981486186716,"score_spread":0.3294924356001604,"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."}}