{"id":"W2104296289","doi":"10.1681/asn.2014060614","title":"Rehospitalizations and Emergency Department Visits after Hospital Discharge in Patients Receiving Maintenance Hemodialysis","year":2015,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; London Health Sciences Centre; Women's College Hospital; York University; University of Toronto; Western University; St. Michael's Hospital","funders":"","keywords":"Medicine; Emergency department; Hemodialysis; Emergency medicine; Dialysis; Comorbidity; Population; Internal medicine","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":[0.0006688748,0.0002049522,0.0004638428,0.0007473283,0.0004273509,0.00074197,0.0004099507,0.0005193898,0.0006821826],"category_scores_gemma":[0.004725392,0.0002452465,0.0005704902,0.001086981,0.0002879199,0.0006876752,0.0005620174,0.000867723,0.00009205698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008632027,"about_ca_system_score_gemma":0.0007375972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01848011,"about_ca_topic_score_gemma":0.02859224,"domain_scores_codex":[0.9992901,0.0001777791,0.0001028344,0.00009574729,0.0001488651,0.0001846341],"domain_scores_gemma":[0.9969763,0.0004953312,0.001628582,0.0001164454,0.0002347175,0.0005486476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006631775,0.00002763399,0.9991019,0.000004681693,0.0000216684,0.00004179605,0.00008150893,0.00002087571,0.00002759409,0.000006297251,0.00004834225,0.0005514739],"study_design_scores_gemma":[0.000004012028,0.00003728594,0.9995467,0.000005333922,0.000007560744,0.00007762881,0.0001797632,0.00008732396,0.000008654665,0.00001207584,0.00003082996,0.000002723169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999435,0.0001981073,0.00002601898,0.00005778375,0.000003296256,0.000004548091,0.0001214149,0.000001488911,0.0001524093],"genre_scores_gemma":[0.9995756,0.0000998195,0.0000251631,0.00002922335,0.000009418154,0.000004022676,0.0002241524,6.551619e-7,0.00003202757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01848011,"threshold_uncertainty_score":0.03674513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008537605923568755,"score_gpt":0.2591581379046662,"score_spread":0.2506205319810975,"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."}}