{"id":"W2297952416","doi":"10.5301/jva.5000535","title":"Urgent Peritoneal Dialysis or Hemodialysis Catheter Dialysis","year":2016,"lang":"en","type":"review","venue":"The Journal of Vascular Access","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Peritoneal dialysis; Hemodialysis; Medicine; Dialysis; Catheter; Dialysis catheter; Hemodialysis Catheter; Intensive care medicine; Internal medicine; Surgery","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":[0.003189415,0.0007773387,0.005058178,0.00117708,0.0002170802,0.0002625846,0.001791288,0.0002827654,0.002916446],"category_scores_gemma":[0.0005885282,0.0002953619,0.009349062,0.001410387,0.000187832,0.0002866263,0.0005936243,0.0006132298,0.0001670919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779054,"about_ca_system_score_gemma":0.0008393758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004060056,"about_ca_topic_score_gemma":0.00001004498,"domain_scores_codex":[0.993672,0.001256075,0.002244692,0.0004322689,0.00185116,0.000543815],"domain_scores_gemma":[0.9944748,0.0005048604,0.002228034,0.001584783,0.0005127268,0.0006948446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002312786,0.0006670856,0.00001817088,0.005760881,0.02873253,0.000327909,0.0001441797,0.0000224834,0.000002017087,0.000006314645,0.003673009,0.9604142],"study_design_scores_gemma":[0.0009123532,0.0001678495,0.00004385972,0.008671047,0.1129788,0.0001787062,0.00002614511,0.00000934939,0.000007145666,0.00002087965,0.8765945,0.000389318],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001998503,0.996102,0.001131769,0.0004954939,0.0005871101,0.0008332207,0.00003321224,0.00002090089,0.0005964312],"genre_scores_gemma":[0.0003692663,0.9955776,0.00007987793,0.0002836017,0.002324358,0.00005059284,0.00003810427,0.0001216689,0.001154959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9600248,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05295441957825815,"score_gpt":0.3564541747440862,"score_spread":0.3034997551658281,"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."}}