{"id":"W4213191201","doi":"","title":"Global Cardiovascular and Renal Outcomes of Reduced GFR","year":2017,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Medicine; Renal function; Body mass index; Kidney disease; Disease; Confidence interval; 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":[0.000103402,0.0001585181,0.0005479457,0.0000757575,0.0003341438,0.00002955734,0.0002218655,0.00008843098,0.00005664394],"category_scores_gemma":[0.0001300688,0.0001566583,0.0004489165,0.000110113,0.0003066791,0.000628717,0.0002763679,0.00007284857,0.0000095409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494416,"about_ca_system_score_gemma":0.0003617637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005134595,"about_ca_topic_score_gemma":0.00006410541,"domain_scores_codex":[0.9989926,0.0000333535,0.000113317,0.000315819,0.0003100655,0.0002348322],"domain_scores_gemma":[0.9986974,0.00003029487,0.0001080605,0.0008430037,0.00007114351,0.0002501209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00144216,0.0005037489,0.9499465,0.000438937,0.00408894,0.001414998,0.0001640786,0.00001879703,0.0015295,0.02301174,0.01435025,0.003090342],"study_design_scores_gemma":[0.00647076,0.0001308137,0.9831964,0.0001136233,0.001167645,0.00002350664,0.0005267289,0.0001112442,0.0004367373,0.0002383243,0.007380555,0.0002036268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985281,0.000787633,0.0000623857,0.0009296147,0.0001256171,0.0002654488,0.0009694421,0.00002841342,0.01155046],"genre_scores_gemma":[0.9930645,0.0001347067,0.000149938,0.00009463403,0.00004653921,4.692411e-7,0.00002628351,0.000008659316,0.006474222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324993,"threshold_uncertainty_score":0.6388341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032851904016058,"score_gpt":0.2260847351435601,"score_spread":0.2157562161033995,"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."}}