{"id":"W2068201805","doi":"10.1093/ndt/15.7.1101","title":"Haemodialysis for hyperammonaemic encephalopathy","year":2000,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Encephalopathy; Hemodialysis; Intensive care medicine; 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000179602,0.0005173263,0.001324875,0.0005005776,0.0001386899,0.00002471979,0.0002213402,0.001629383,0.0006972674],"category_scores_gemma":[0.00003750691,0.0004426226,0.0009089407,0.0003604075,0.0002281042,0.00008088217,0.000006518086,0.001148124,0.0002170201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002971189,"about_ca_system_score_gemma":0.0001344996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004261018,"about_ca_topic_score_gemma":0.00002256428,"domain_scores_codex":[0.9971483,0.000202325,0.0006468244,0.0009396783,0.0003863739,0.0006765138],"domain_scores_gemma":[0.9986861,0.0004403862,0.000192853,0.0004529218,0.0001172351,0.0001105413],"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":[0.006162099,0.0004839813,0.0009834736,0.001422014,0.002372914,0.002332736,0.000913815,0.0001606343,0.007751106,0.00006382287,0.8394578,0.1378957],"study_design_scores_gemma":[0.00311374,0.0005082215,0.001843493,0.00002440527,0.008450055,0.0002312052,0.000004684726,0.00009060607,0.0002591159,0.0008104029,0.9842561,0.0004079601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1533187,0.001377344,0.003295414,0.8323039,0.0007840663,0.002824412,0.0009129528,0.0005290351,0.004654152],"genre_scores_gemma":[0.01698404,0.006772345,0.0009341393,0.9517163,0.003587889,0.0007865555,0.01709987,0.0000957224,0.002023126],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1447984,"threshold_uncertainty_score":0.9998025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756346167084438,"score_gpt":0.2526942773833447,"score_spread":0.2351308157125003,"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."}}