{"id":"W2153918171","doi":"10.1503/cmaj.101636","title":"Glomerular filtration rate and initiation of dialysis","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renal function; Observational study; Dialysis; Hemodialysis; Focus (optics); Intensive care medicine; Filtration (mathematics); Medicine; Urology; Internal medicine; Computer science; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002416286,0.0005229723,0.001208353,0.0008285859,0.002407197,0.001726414,0.001737535,0.02109514,0.006846452],"category_scores_gemma":[0.02468745,0.0003155951,0.0006277101,0.00108855,0.001168761,0.001690571,0.0005292335,0.01416756,0.003035638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003572226,"about_ca_system_score_gemma":0.004159362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01526027,"about_ca_topic_score_gemma":0.03660976,"domain_scores_codex":[0.9971295,0.0008989077,0.0003232311,0.000293591,0.001130467,0.0002244097],"domain_scores_gemma":[0.9914364,0.004871727,0.0006853947,0.0001672006,0.002040504,0.0007987947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005530799,0.00003019037,0.002153778,0.0000727131,0.00001287377,0.0005641818,0.00004399145,0.00003124189,0.00004473999,0.0008990953,0.986839,0.009252881],"study_design_scores_gemma":[0.0002765348,0.0001882002,0.01862243,0.001885275,0.0001254639,0.007282425,0.0004576613,0.001045319,0.0003138361,0.008290721,0.9614168,0.00009536092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000702607,0.006395644,0.00006726084,0.9307322,0.05767192,0.000008657553,0.0001162409,0.00001670304,0.004288803],"genre_scores_gemma":[0.01449858,0.009233793,0.0002383052,0.6038724,0.3663636,0.00003651437,0.0001353839,0.00002622725,0.005595271],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02109514,"threshold_uncertainty_score":0.03034294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006943794290773003,"score_gpt":0.2240215875433505,"score_spread":0.2170777932525775,"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."}}