{"id":"W4234911516","doi":"10.1093/ndt/gfu130","title":"DIALYSIS CARDIOVASCULAR COMPLICATIONS","year":2014,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Medicine; Intensive care medicine; Dialysis; Hemodialysis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148646,0.0001602308,0.0006417222,0.0002957544,0.0001988059,0.00001614004,0.0000878936,0.0002386957,0.0000932453],"category_scores_gemma":[0.00007156914,0.0001458581,0.000423157,0.0004946956,0.00007199787,0.00008635773,0.000004647325,0.0002105453,0.0001837688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006342544,"about_ca_system_score_gemma":0.0001988461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168101,"about_ca_topic_score_gemma":0.0004200273,"domain_scores_codex":[0.9978459,0.0005412335,0.0005146328,0.0004113975,0.0003324507,0.0003543934],"domain_scores_gemma":[0.9986115,0.0002054698,0.00009301623,0.0006064628,0.0001988679,0.0002847099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000889259,0.0009782069,0.2446687,0.003491935,0.007598904,0.0001066559,0.01020449,0.002009741,0.01239149,0.04045339,0.004596638,0.6726106],"study_design_scores_gemma":[0.002982419,0.0003126649,0.6683838,0.00004694721,0.00238122,0.0002702589,0.00006091425,0.002985347,0.0002087457,0.0004030743,0.3216878,0.0002767319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7554453,0.0005027913,0.2050962,0.0172648,0.0003079388,0.0009691983,0.00004827519,0.000365275,0.02000017],"genre_scores_gemma":[0.9918899,0.0004950696,0.001182382,0.005089995,0.000446306,0.0001323372,0.0006631981,0.00002269784,0.00007810847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6723339,"threshold_uncertainty_score":0.594792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222481062498169,"score_gpt":0.2898379892436843,"score_spread":0.2675898829938674,"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."}}