{"id":"W4292063380","doi":"10.1177/20543581221118434","title":"Death and Dialysis Following Discharge From Chronic Kidney Disease Clinic: A Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Kidney disease; Retrospective cohort study; Dialysis; Nephrology; Hazard ratio; Renal replacement therapy; Referral; Cohort; Internal medicine; Multidisciplinary approach; Emergency medicine; Intensive care medicine; Family medicine; Confidence interval","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":[0.0007594617,0.0003307223,0.0004654797,0.001054264,0.00122822,0.001026645,0.0008477802,0.0006091659,0.001483002],"category_scores_gemma":[0.002084607,0.0005334233,0.0006401504,0.002477071,0.0004956677,0.0005873078,0.0008574324,0.000791452,0.0002406213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955359,"about_ca_system_score_gemma":0.003036913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2720782,"about_ca_topic_score_gemma":0.3482977,"domain_scores_codex":[0.9988686,0.0001180144,0.0001154844,0.0003220524,0.0003153448,0.0002605854],"domain_scores_gemma":[0.9980565,0.0001838359,0.0008543608,0.0001774368,0.0003596909,0.0003681407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004786996,0.000021081,0.9994215,0.000007371895,0.00002659716,0.00005717484,0.0001040948,0.000009085504,0.00003365796,0.000006235491,0.00008499039,0.0001803144],"study_design_scores_gemma":[0.0000103327,0.00005216078,0.9992151,0.00001029765,0.00002128754,0.0001156016,0.0003467355,0.0000692169,0.00001316319,0.000007793973,0.000134057,0.000004236059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983618,0.0001210756,0.00004765563,0.00002902922,0.000004050705,0.00004403321,0.001103187,0.000002381486,0.000286802],"genre_scores_gemma":[0.9984774,0.0001188698,0.00005709316,0.00004945348,0.000006230361,0.00003397316,0.00109985,0.000001748227,0.0001554655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2720782,"threshold_uncertainty_score":0.540989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431762229788372,"score_gpt":0.2881747852110169,"score_spread":0.2738571629131331,"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."}}