{"id":"W2128207957","doi":"10.1093/ndt/gfh540","title":"The growing volume of diabetes-related dialysis: a population based study","year":2004,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Toronto General Hospital; Health Sciences Centre; University Health Network","funders":"American Society of Nephrology","keywords":"Medicine; Diabetes mellitus; Dialysis; Observational study; Incidence (geometry); Hemodialysis; Population; Intensive care medicine; End stage renal failure; Internal medicine; Dialysis Therapy; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004613891,0.0001899292,0.0004668761,0.0002365939,0.0002152873,0.0000176489,0.0001099053,0.0001439991,0.00007331215],"category_scores_gemma":[0.00009761543,0.0001454496,0.0003023373,0.0005755823,0.00007880535,0.0002243722,0.000006856842,0.0001571895,0.00002390498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032413,"about_ca_system_score_gemma":0.0001888701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002144149,"about_ca_topic_score_gemma":0.0001792552,"domain_scores_codex":[0.9981754,0.0002091001,0.0006280366,0.000323292,0.0003496225,0.0003145784],"domain_scores_gemma":[0.9989918,0.0002396197,0.0002043746,0.0003367847,0.0001061855,0.000121182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004712907,0.0008653697,0.9742163,0.0001298574,0.001112987,0.00001964978,0.0009355739,0.005847309,0.01385573,0.0001889048,0.00002245985,0.002334583],"study_design_scores_gemma":[0.007749642,0.0005371229,0.9809968,0.00005706052,0.005207717,0.000001486923,0.0001573003,0.001779011,0.002841366,0.0004762478,0.00004844007,0.000147826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967887,0.0002597576,0.000251083,0.001779709,0.0001038704,0.0006204761,0.00002091344,0.00009110621,0.00008436526],"genre_scores_gemma":[0.9981817,0.00004033711,0.00009008535,0.0007969449,0.00006822943,0.00009825952,0.0006781268,0.00002250909,0.00002382799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101437,"threshold_uncertainty_score":0.5931262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111960269581654,"score_gpt":0.2407571888960541,"score_spread":0.2336452286264724,"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."}}