{"id":"W2227188178","doi":"10.1007/s10157-015-1213-0","title":"Renal function trajectory over time and adverse clinical outcomes","year":2016,"lang":"en","type":"review","venue":"Clinical and Experimental Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Nephrology; Intensive care medicine; Renal function; Context (archaeology); Adverse effect; Disease; Acute kidney injury; 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":[0.0008266837,0.0006816708,0.001650914,0.002040633,0.0002088978,0.001096614,0.0006336799,0.0009038545,0.002099581],"category_scores_gemma":[0.002191941,0.0002415863,0.001077162,0.002637929,0.0003655001,0.0009414729,0.0007242354,0.001209668,0.0002755075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532788,"about_ca_system_score_gemma":0.001716093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003143504,"about_ca_topic_score_gemma":0.006704149,"domain_scores_codex":[0.9996855,0.00005517386,0.00007751862,0.00006970268,0.00008426548,0.00002787694],"domain_scores_gemma":[0.999215,0.0003685743,0.0002622397,0.00001223229,0.00009907781,0.00004272918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003341814,0.0001798866,0.02035431,0.04604702,0.002515844,0.0002239068,0.0001479162,0.0006794651,0.0002644809,0.002273638,0.012661,0.9143183],"study_design_scores_gemma":[0.0002223786,0.0007449827,0.1722888,0.1054071,0.0194369,0.005221006,0.00106218,0.001226984,0.0007402702,0.01035364,0.6830283,0.0002673383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005038268,0.9989997,0.00003871885,0.0001452572,0.00005672819,0.000001724189,0.00002783524,0.000001663551,0.0002246131],"genre_scores_gemma":[0.004601188,0.9948348,0.0001175444,0.000137157,0.0001216579,0.000004378775,0.00004729117,5.00785e-7,0.0001354839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003143504,"threshold_uncertainty_score":0.007023752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05525035082294375,"score_gpt":0.4124225535610598,"score_spread":0.3571722027381161,"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."}}