{"id":"W2124632853","doi":"10.1111/j.1525-139x.2008.00439.x","title":"<i>Dialysis Rounds</i>
<i>A Dialysis Case Presentation and Discussion</i>
<i>Edited by</i><b> Roger A. Rodby</b>: Management of Refractory Ascites Using Nocturnal Home Hemodialysis","year":2008,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Tolerability; Refractory (planetary science); Home hemodialysis; Intensive care medicine; Dialysis; Renal replacement therapy; Ascites; Peritoneal dialysis; Internal medicine; Adverse effect","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"],"consensus_categories":[],"category_scores_codex":[0.0009042204,0.0007112601,0.001856229,0.001658657,0.0003804153,0.0001034839,0.0003101091,0.000267259,0.0002575121],"category_scores_gemma":[0.0001414703,0.0005350783,0.001042551,0.003841768,0.0004801928,0.0005519748,0.0004193056,0.0003654646,0.00001139361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446429,"about_ca_system_score_gemma":0.00008235317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007782597,"about_ca_topic_score_gemma":0.000124593,"domain_scores_codex":[0.9943455,0.0004415942,0.001681509,0.001257841,0.001508178,0.0007653442],"domain_scores_gemma":[0.9970069,0.0002564311,0.000773036,0.001147746,0.0002639934,0.0005518869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004199087,0.01294279,0.5496057,0.003826742,0.02757717,0.03269114,0.01424207,0.01099406,0.1085623,0.0001556507,0.02239769,0.2128057],"study_design_scores_gemma":[0.09636938,0.003903436,0.220922,0.01370397,0.2747305,0.00859048,0.06221011,0.1221697,0.1204433,0.003984329,0.05355537,0.01941739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922106,0.003782276,0.0009606836,0.000726528,0.0002337966,0.0007854158,0.000134227,0.00007507066,0.001091418],"genre_scores_gemma":[0.9859513,0.007760984,0.003552896,0.0002966571,0.0002513927,0.0001204551,0.000518067,0.00009479192,0.001453436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3286837,"threshold_uncertainty_score":0.9997101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424184376726544,"score_gpt":0.2664677086813377,"score_spread":0.2522258649140723,"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."}}