{"id":"W2146468024","doi":"10.1093/ndtplus/4.s2.31","title":"General & clinical epidemiology CKD 1-5 (1)","year":2011,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Epidemiology; Clinical epidemiology; Data science; Intensive care medicine; Internal medicine; Computer science","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":[0.0005977084,0.0002737071,0.0005668765,0.002474258,0.0007272901,0.0008883232,0.0004752847,0.0008200657,0.02310987],"category_scores_gemma":[0.004000762,0.0001695389,0.0004540568,0.004475706,0.0004171588,0.0007821081,0.001029712,0.001172855,0.003249568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019618,"about_ca_system_score_gemma":0.002317102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592825,"about_ca_topic_score_gemma":0.02294394,"domain_scores_codex":[0.9990434,0.0002743953,0.0001527252,0.0001396356,0.0002558063,0.0001340652],"domain_scores_gemma":[0.9976731,0.0003902265,0.0008925244,0.0001073786,0.0003589118,0.0005779239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001738353,0.0002992607,0.830751,0.00145921,0.0001474072,0.0004075607,0.0001681376,0.0001225613,0.0003320111,0.003467437,0.08740669,0.07526489],"study_design_scores_gemma":[0.00003505946,0.00009313139,0.9467464,0.0005826999,0.00009398122,0.001554036,0.0001514191,0.0001485435,0.00007672646,0.001393905,0.04911445,0.000009489043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4464601,0.09542508,0.003785741,0.04667912,0.004201592,0.001741729,0.09803692,0.0004398916,0.3032298],"genre_scores_gemma":[0.8962311,0.02810651,0.005164986,0.01004248,0.003509754,0.0007987181,0.02023318,0.00007247579,0.03584075],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02310987,"threshold_uncertainty_score":0.07731026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3540145266919351,"score_gpt":0.4741296774680788,"score_spread":0.1201151507761437,"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."}}