{"id":"W2804626730","doi":"10.1093/ndt/gfy104.sao022","title":"SaO022REINTERPRETING CIRCULATING CARDIAC BIOMARKERS IN ADVANCED CHRONIC KIDNEY DISEASE: ASSOCIATION WITH LONG-TERM CARDIOVASCULAR EVENTS","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Kidney disease; Disease; Internal medicine; Term (time); Cardiology; Intensive care medicine","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":[0.0006720972,0.0003622965,0.0003814248,0.000574486,0.0005159803,0.000939793,0.000494014,0.0003760282,0.001315754],"category_scores_gemma":[0.001199643,0.0001258821,0.0003970969,0.001222705,0.0003174809,0.0001685513,0.0003166645,0.0005002107,0.0001732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008006552,"about_ca_system_score_gemma":0.001418113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1412512,"about_ca_topic_score_gemma":0.1715303,"domain_scores_codex":[0.9997206,0.00004936794,0.00002212196,0.00005049608,0.00009574023,0.00006162383],"domain_scores_gemma":[0.9988734,0.0001604176,0.0002951435,0.00005073096,0.0003101081,0.0003102105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002693793,0.00001501358,0.9976726,0.00001577002,0.0000609025,0.00002313457,0.00002619012,0.0000551336,0.0002707112,0.00001859543,0.00009433349,0.001478266],"study_design_scores_gemma":[0.000007771731,0.00004841876,0.9991183,0.000005920829,0.00005075762,0.00005279453,0.00003741294,0.0003151512,0.00005882722,0.00002650256,0.0002752627,0.000002976777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957989,0.001170878,0.0001394512,0.0001255932,0.00001853353,0.000009133061,0.001188839,0.00001062401,0.001537978],"genre_scores_gemma":[0.9986466,0.0001878525,0.000158996,0.00002249307,0.00001617212,0.00000381034,0.0006203495,0.000002509881,0.000341349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412512,"threshold_uncertainty_score":0.280858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008598904236609493,"score_gpt":0.2467083324930991,"score_spread":0.2381094282564896,"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."}}