{"id":"W2171129469","doi":"10.3747/pdi.2012.00083","title":"Outcome of Acute Peritoneal Dialysis in Northern Tanzania","year":2012,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Nephrology; Tanzania; Acute kidney injury; Dialysis; Referral; Emergency medicine; Internal medicine; Family 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":[0.0004559413,0.0002353698,0.0002531211,0.0005312886,0.0007283599,0.0005413128,0.0002228218,0.000244633,0.0009593135],"category_scores_gemma":[0.001666842,0.0001332519,0.0002539672,0.0005531626,0.0005235586,0.000271717,0.0007674679,0.0004187779,0.0001341826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428106,"about_ca_system_score_gemma":0.0007082111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01879532,"about_ca_topic_score_gemma":0.01768598,"domain_scores_codex":[0.9996718,0.00009140249,0.00003534792,0.00003319718,0.00003909677,0.000129136],"domain_scores_gemma":[0.9986888,0.0001033189,0.0006136091,0.00004060126,0.0001740802,0.0003797011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006505132,0.0001782148,0.990061,0.00004879172,0.0000369733,0.002348937,0.00177929,0.0002287569,0.0007658036,0.00007472694,0.000382035,0.003444966],"study_design_scores_gemma":[0.00002522906,0.0003956777,0.9972505,0.00002347036,0.00001702717,0.0007631981,0.001024649,0.0001786624,0.00008732414,0.00003849218,0.0001854494,0.00001025999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995385,0.00006718357,0.00001498532,0.00004194264,0.000001927679,0.000009300054,0.0001076363,0.000001865733,0.0002166387],"genre_scores_gemma":[0.9997892,0.00003475602,0.00001386438,0.00001464908,0.000002901431,0.00000592346,0.00008911629,4.433825e-7,0.00004917092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01879532,"threshold_uncertainty_score":0.03737181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024690546501427,"score_gpt":0.3632122109269912,"score_spread":0.3329653054619769,"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."}}