{"id":"W2078830570","doi":"10.1038/nrneph.2011.195","title":"Progression, prediction, populations and possibilities","year":2011,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Kidney disease; Intensive care medicine; Clinical trial; MEDLINE; Disease; Bioinformatics; 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":[0.005411518,0.001856596,0.004647293,0.003544433,0.000584918,0.00317408,0.002534255,0.003315155,0.002857455],"category_scores_gemma":[0.009326669,0.0007764761,0.00125016,0.003167871,0.002234778,0.004023854,0.001755743,0.004779262,0.001221578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365249,"about_ca_system_score_gemma":0.00454803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006208451,"about_ca_topic_score_gemma":0.01018471,"domain_scores_codex":[0.9985222,0.0004658731,0.0002477608,0.0002886645,0.0003886836,0.00008686395],"domain_scores_gemma":[0.9953353,0.003214527,0.0003684874,0.0001122643,0.0007758167,0.0001935578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001829402,0.00009904088,0.002137868,0.01084417,0.0002683034,0.0001682724,0.00009170947,0.001160385,0.0001882052,0.0114251,0.04291192,0.9305221],"study_design_scores_gemma":[0.00012048,0.0001958167,0.006220216,0.02939762,0.0008816697,0.002872487,0.0004362143,0.001492169,0.0003428185,0.06814872,0.8897258,0.0001659644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007534839,0.9972517,0.0003167615,0.001675865,0.000271125,0.000003808769,0.00003579818,0.00000917072,0.0003604887],"genre_scores_gemma":[0.001045002,0.9968452,0.0005739473,0.0006346284,0.0006342251,0.00001123256,0.00004622348,0.000002415889,0.0002070412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006208451,"threshold_uncertainty_score":0.02861917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07289421357822189,"score_gpt":0.4038423713688676,"score_spread":0.3309481577906457,"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."}}