{"id":"W2804696336","doi":"10.3747/pdi.2017.00190","title":"Peritoneal Dialysis for AKI in Cameroon: Commercial Vs Locally-Made Solutions","year":2018,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Peritonitis; Acute kidney injury; Dialysis; Retrospective cohort study; Mortality rate; Intensive care medicine; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007864275,0.0003436438,0.0007410459,0.000873487,0.0003627142,0.0001298843,0.0006268569,0.0002717745,0.002951022],"category_scores_gemma":[0.001300278,0.0003434849,0.0005541151,0.0007688123,0.0007167576,0.0002874674,0.000320607,0.0004977699,0.0003581081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007237405,"about_ca_system_score_gemma":0.0004983845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033491,"about_ca_topic_score_gemma":0.001429434,"domain_scores_codex":[0.9962782,0.0001392349,0.0008343075,0.0007434222,0.001160773,0.0008440775],"domain_scores_gemma":[0.9976142,0.0002917717,0.000157721,0.0005473124,0.0009608665,0.0004281505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01878967,0.006715295,0.3651479,0.0003082268,0.006071272,0.0003257109,0.01032384,0.0000862931,0.08583368,0.01087728,0.3415509,0.15397],"study_design_scores_gemma":[0.01681421,0.002957003,0.2643588,0.0003092445,0.001441484,0.0002408212,0.001358813,0.1004249,0.01795802,0.001309334,0.5910528,0.001774495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752626,0.0002226456,0.01990245,0.07014863,0.003943929,0.002148135,0.002496063,0.0002861053,0.0255895],"genre_scores_gemma":[0.9833504,0.00007230545,0.004072262,0.001925,0.005370403,0.0006968508,0.00139655,0.00006817889,0.003048051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.249502,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723007122135831,"score_gpt":0.3710829086737121,"score_spread":0.3238528374523538,"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."}}