{"id":"W4366241084","doi":"10.2215/cjn.0000000000000173","title":"Predictive Models for Kidney Recovery and Death in Patients Continuing Dialysis as Outpatients after Starting in Hospital","year":2023,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; London Health Sciences Centre; Lawson Health Research Institute; University of Toronto; Western University; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Calgary; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Quartile; Dialysis; Confidence interval; Population; Proportional hazards model; Emergency medicine; Intensive care medicine; 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":[0.003411323,0.0006705029,0.0004486634,0.001449499,0.0003768974,0.0009724203,0.001072361,0.0004600565,0.001740835],"category_scores_gemma":[0.009748286,0.0002493026,0.0008721286,0.0005912973,0.0004825417,0.0002834755,0.0007799965,0.0008576604,0.0002330267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215891,"about_ca_system_score_gemma":0.00221928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1156354,"about_ca_topic_score_gemma":0.07456161,"domain_scores_codex":[0.9993575,0.0002720029,0.0000326249,0.0001358464,0.00009813129,0.0001038785],"domain_scores_gemma":[0.9944963,0.00376649,0.0007340788,0.0002324555,0.0005269141,0.0002437412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006080935,0.0001966406,0.755598,0.00004234294,0.0003877535,0.0003125007,0.0003054234,0.2221842,0.0001963797,0.001550133,0.00209209,0.01652648],"study_design_scores_gemma":[0.00006688252,0.0001040664,0.1287778,0.00004615042,0.0001623008,0.0001549162,0.0001704093,0.8662635,0.0001597572,0.003370807,0.0007029955,0.00002040189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783966,0.0002784538,0.0178945,0.0005207659,0.00002238119,0.0000844625,0.00136141,0.0001576293,0.001283816],"genre_scores_gemma":[0.9960645,0.00007014011,0.002186415,0.00003372187,0.0000102704,0.0000295658,0.001097383,0.00001021637,0.0004978954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156354,"threshold_uncertainty_score":0.2299247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148465029042228,"score_gpt":0.3642832608111339,"score_spread":0.3327986105207116,"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."}}