{"id":"W4283276378","doi":"10.3390/biom12070860","title":"Urinary Cystatin C Has Prognostic Value in Peripheral Artery Disease","year":2022,"lang":"en","type":"article","venue":"Biomolecules","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Proportional hazards model; Prospective cohort study; Creatinine; Adverse effect; Urinary system; Renal function; Cystatin C; Cohort; Confidence interval; Surgery","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":[0.001628169,0.0002657728,0.0004493229,0.0009238485,0.0003437582,0.0008580028,0.0003874194,0.0005530426,0.0006996719],"category_scores_gemma":[0.005825458,0.0002241858,0.0003491702,0.001322024,0.0004327802,0.0004519575,0.0005205817,0.000550678,0.0001297069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561395,"about_ca_system_score_gemma":0.0002889181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890284,"about_ca_topic_score_gemma":0.001839006,"domain_scores_codex":[0.9993901,0.0002020144,0.00009054707,0.0001254733,0.0001262568,0.00006558586],"domain_scores_gemma":[0.9961349,0.001279489,0.001571533,0.0002825348,0.0003276964,0.000403832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002976356,0.00001347488,0.9976376,0.00000804103,0.00004456433,0.00005979511,0.00001213767,0.00006874753,0.0001925889,0.000009835328,0.00003096688,0.001624623],"study_design_scores_gemma":[0.0000102318,0.0001189535,0.9977831,0.000006897951,0.00005467712,0.0004520501,0.00002624788,0.001174017,0.0001867641,0.00005068414,0.0001299711,0.000006257852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981914,0.001143112,0.0002260529,0.00004563119,0.000009899373,0.000004519638,0.00009765646,0.000006860412,0.0002748925],"genre_scores_gemma":[0.9996029,0.0001323564,0.0001018922,0.00001147607,0.00001435137,0.000001598108,0.0000901332,0.000001134468,0.00004427274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001890284,"threshold_uncertainty_score":0.008610725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015926360934092,"score_gpt":0.2540410714915528,"score_spread":0.2338818078822118,"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."}}