{"id":"W2588752851","doi":"10.1093/ndt/gfw164.23","title":"SP279CHANGE IN SKIN AUTOFLOURESCENCE OVER ONE YEAR PREDICTS MORTALITY AT FIVE YEARS IN A PROSPECTIVE COHORT OF PEOPLE WITH CHRONIC KIDNEY DISEASE STAGE 3","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Kidney disease; Prospective cohort study; Cohort; Stage (stratigraphy); Cohort study; Disease; End stage renal disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004260062,0.0002526645,0.0002935987,0.0004061087,0.0004514647,0.000456314,0.0003061976,0.0004759768,0.001766464],"category_scores_gemma":[0.0009528307,0.0002491061,0.0006163844,0.0004891616,0.0002197819,0.0003009588,0.0004324937,0.0006901648,0.0002815859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204541,"about_ca_system_score_gemma":0.0001806634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004685721,"about_ca_topic_score_gemma":0.005503323,"domain_scores_codex":[0.9998247,0.00004145195,0.00001513225,0.00004582322,0.00003569594,0.00003729436],"domain_scores_gemma":[0.9994906,0.00005676748,0.0002231344,0.00004215955,0.00005805785,0.0001292338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001689431,0.00003300457,0.9990387,0.000004794068,0.00003275454,0.00003095996,0.00003351629,0.00001448513,0.000215609,0.000003684141,0.00004658037,0.0003770172],"study_design_scores_gemma":[0.000004988965,0.00010093,0.9996172,0.000001652155,0.00001494068,0.00007756834,0.00004835575,0.00006499274,0.00002523576,0.000008196089,0.00003454238,0.000001280803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999514,0.00008535649,0.00002880857,0.00002111978,0.000003369391,0.000004750734,0.0001916754,0.000001788399,0.0001491312],"genre_scores_gemma":[0.9995758,0.00003709635,0.00003639525,0.00001469287,0.000004214246,0.000005636757,0.0001798955,6.461659e-7,0.0001457321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004685721,"threshold_uncertainty_score":0.009316921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082215070263702,"score_gpt":0.2589215492881345,"score_spread":0.2480993985854975,"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."}}