{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011915,0.0001810786,0.0001970369,0.0001707793,0.0001615252,0.00004130845,0.0001433134,0.00001591068,0.001001488],"category_scores_gemma":[0.00004289633,0.0001809956,0.0001091864,0.0003096476,0.0001243249,0.00006350203,0.0002415744,0.0001359653,0.00005274907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460665,"about_ca_system_score_gemma":0.0001640676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007358195,"about_ca_topic_score_gemma":0.000005224778,"domain_scores_codex":[0.9984382,0.0001578429,0.0002542553,0.0003900858,0.0004149102,0.0003446668],"domain_scores_gemma":[0.9993252,0.00001943837,0.00004683483,0.000332565,0.00001778533,0.0002582107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006405954,0.01479571,0.7994257,0.00141041,0.0004484915,0.06680226,0.003059543,0.002756935,0.03656293,0.006407124,0.04380285,0.01812206],"study_design_scores_gemma":[0.003087091,0.001092653,0.9437256,0.0001141401,0.0001511931,0.0001765102,0.000864351,0.01273015,0.00007828407,0.0007693059,0.03676108,0.0004496782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897005,0.0008548689,0.0002003539,0.006781768,0.0001535551,0.0008219201,0.00006589472,0.0001280076,0.001293165],"genre_scores_gemma":[0.9958024,0.000006875261,0.0005222631,0.002036631,0.00006586299,0.0004924365,0.0001711604,0.00003368299,0.0008686765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1442998,"threshold_uncertainty_score":0.9999117,"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."}}