{"id":"W2148430036","doi":"10.1136/bmj.325.7355.85","title":"Chronic renal disease","year":2002,"lang":"en","type":"review","venue":"BMJ","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern College","funders":"","keywords":"Medicine; Kidney disease; Renal function; Disease; End stage renal disease; Internal medicine; Population; Diabetes mellitus; Intensive care medicine; Renal replacement therapy; Risk factor; Endocrinology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009437215,0.0003469482,0.001272711,0.0001243881,0.00004163504,0.00001997323,0.0001311869,0.0001682025,0.004417491],"category_scores_gemma":[0.0002418157,0.0002557526,0.0009286861,0.0001911655,0.00005806545,0.00003163918,0.00006613386,0.0002763072,0.003265726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104872,"about_ca_system_score_gemma":0.002574788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002037071,"about_ca_topic_score_gemma":3.405492e-7,"domain_scores_codex":[0.9984168,0.00005486093,0.0004722808,0.0003941806,0.0002993999,0.0003624423],"domain_scores_gemma":[0.9981208,0.00006678927,0.000168992,0.0007725157,0.00002933131,0.0008416071],"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":[0.000003799556,0.00005697764,0.000004532162,0.03106885,0.0001661774,0.0002854071,0.000001431598,5.179215e-8,3.396081e-8,0.00005284932,0.223691,0.7446689],"study_design_scores_gemma":[0.0004910165,0.00005685342,0.00002171347,0.03479834,0.004080497,0.00003376489,4.105331e-7,0.00001309187,7.590106e-8,0.00001983675,0.9602206,0.000263838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.48902e-7,0.9808218,0.000001481499,0.0004353761,0.000171443,0.001234276,0.0001341478,0.000101459,0.01709976],"genre_scores_gemma":[0.000001724745,0.9776484,0.0000231233,0.0002414865,0.004635706,0.000267843,0.0006415502,0.00006764638,0.01647257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7444051,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05661044684043869,"score_gpt":0.3667264679184445,"score_spread":0.3101160210780058,"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."}}