{"id":"W2886800453","doi":"10.21037/atm.2018.06.51","title":"Overcoming the limitations of glomerular filtration rate estimation by using a novel rapid bedside measurement?","year":2018,"lang":"en","type":"letter","venue":"Annals of Translational Medicine","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Renal function; Medicine; Urology; Filtration (mathematics); Estimation; Computer science; Internal medicine; Statistics; Mathematics; Engineering","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":[0.008133433,0.0009841364,0.001343225,0.0007787711,0.0007816491,0.002292344,0.001716897,0.01449465,0.00392597],"category_scores_gemma":[0.03809015,0.000447755,0.0008607862,0.000591179,0.002806418,0.005983528,0.001387112,0.0191085,0.00571607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990758,"about_ca_system_score_gemma":0.001466159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237704,"about_ca_topic_score_gemma":0.00172197,"domain_scores_codex":[0.9948398,0.002056665,0.0006078564,0.000625742,0.001616014,0.0002538136],"domain_scores_gemma":[0.9817854,0.01139839,0.001097724,0.0009971885,0.003705699,0.001015664],"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":[0.0004285779,0.0001558017,0.006905586,0.000628851,0.00008316265,0.005104413,0.0002993561,0.0003356113,0.001988659,0.01143711,0.7069874,0.2656454],"study_design_scores_gemma":[0.0003917877,0.0005366643,0.005091898,0.001829248,0.0001196012,0.02164376,0.0008392847,0.002643669,0.002209483,0.04465992,0.9198229,0.000211884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001025623,0.01544829,0.002879485,0.9638258,0.01421288,0.00002447607,0.00005546092,0.0000885251,0.002439487],"genre_scores_gemma":[0.03443697,0.03050469,0.01120898,0.7437984,0.1753156,0.0002071957,0.000147485,0.0000838734,0.004296715],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01449465,"threshold_uncertainty_score":0.04301417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2401194761547955,"score_gpt":0.3469314884195844,"score_spread":0.1068120122647889,"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."}}