{"id":"W2027635395","doi":"10.1038/ki.2008.190","title":"Development of end stage renal disease following an acute cardiac event","year":2008,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Medicine; End stage renal disease; Stage (stratigraphy); Incidence (geometry); Diabetes mellitus; Disease; Internal medicine; Cohort; Cardiology; Endocrinology","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":[0.0007616795,0.0001924454,0.000508035,0.001192898,0.00093409,0.000976329,0.0003629757,0.0006573444,0.002405231],"category_scores_gemma":[0.00452636,0.0001300179,0.0006078638,0.0008814411,0.0003417061,0.0007285817,0.0007947115,0.001478816,0.0002422162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113685,"about_ca_system_score_gemma":0.001207397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002959796,"about_ca_topic_score_gemma":0.004649852,"domain_scores_codex":[0.9992855,0.0001606112,0.00008260478,0.000054534,0.0001939605,0.0002228611],"domain_scores_gemma":[0.994459,0.0006587522,0.001967624,0.0001609026,0.0006712898,0.002082295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001561293,0.0001074873,0.9965443,0.00001511102,0.00003737033,0.001165051,0.00004954241,0.0000280514,0.0001109186,0.00006970241,0.0001440817,0.001572291],"study_design_scores_gemma":[0.000008287415,0.0003813483,0.9950255,0.00001763771,0.00005141101,0.003403168,0.0002866992,0.000177717,0.00007949983,0.000131768,0.0004269447,0.00001009788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906282,0.0003934012,0.0002064231,0.0004317522,0.00006395012,0.00003460625,0.000375332,0.000008220284,0.007858077],"genre_scores_gemma":[0.9985188,0.0002693484,0.0001136496,0.000108778,0.0001196837,0.00001007143,0.000392558,0.000001620034,0.0004655268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002959796,"threshold_uncertainty_score":0.008046269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910213327124657,"score_gpt":0.294164839033586,"score_spread":0.2750627057623394,"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."}}