{"id":"W2804349956","doi":"10.1093/ndt/gfy104.sp284","title":"SP284HOSPITAL ADMISSIONS IN PERSONS WITH CHRONIC KIDNEY DISEASE STAGE 3","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Kidney disease; Stage (stratigraphy); Intensive care medicine; 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":[0.0005608494,0.0002049557,0.0003244897,0.000964764,0.0009666631,0.0007517246,0.0005441557,0.0004491204,0.007234359],"category_scores_gemma":[0.002907149,0.0002085527,0.0006285752,0.00186255,0.0002924521,0.0006039865,0.001323541,0.0008066384,0.0006044391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009979032,"about_ca_system_score_gemma":0.001260434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542995,"about_ca_topic_score_gemma":0.02141163,"domain_scores_codex":[0.9989961,0.0002473649,0.0001842362,0.0001724359,0.0002029271,0.0001969987],"domain_scores_gemma":[0.997385,0.0002063947,0.001614822,0.00006015869,0.0002335653,0.0005001531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005042368,0.00002616475,0.9955036,0.00006564269,0.00002759561,0.0001001879,0.0001629587,0.00002721757,0.00003575056,0.00004218243,0.00158586,0.002372391],"study_design_scores_gemma":[0.000008673557,0.00005099041,0.9978147,0.00009400079,0.00001412683,0.0002792798,0.0006056234,0.00007645279,0.00002429571,0.0001128514,0.0009131986,0.000005906149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870682,0.001476809,0.0001145095,0.001353719,0.00008241302,0.00006342576,0.004537409,0.00002234891,0.005281253],"genre_scores_gemma":[0.9964886,0.0005224284,0.0001220075,0.0003373346,0.00008095615,0.00005568988,0.001945029,0.000004329485,0.0004435537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542995,"threshold_uncertainty_score":0.03068024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009229134003153871,"score_gpt":0.2576190162274512,"score_spread":0.2483898822242973,"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."}}