{"id":"W2135563962","doi":"10.1093/ndt/gfm258","title":"Is abdominal surgery still a contraindication for peritoneal dialysis?","year":2007,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contraindication; Peritoneal dialysis; Surgery; General surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008712628,0.0001721013,0.000471805,0.000454863,0.0001950282,0.00001593892,0.00004463661,0.0002531602,0.0002678101],"category_scores_gemma":[0.00008234191,0.0001687069,0.0005401722,0.0003201875,0.0001313824,0.0001085355,0.00000241066,0.0001360409,0.00004138561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006474152,"about_ca_system_score_gemma":0.0001276708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007677395,"about_ca_topic_score_gemma":0.0002565284,"domain_scores_codex":[0.9984654,0.00006409115,0.0005281322,0.0003447852,0.0002178411,0.0003797029],"domain_scores_gemma":[0.9986159,0.0006611037,0.0001674903,0.0002136852,0.0002087466,0.0001331313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01779569,0.002694619,0.5019706,0.001517468,0.009659711,0.0005324769,0.02663368,0.0001562364,0.2718307,0.006548396,0.00839795,0.1522625],"study_design_scores_gemma":[0.007348381,0.000445321,0.9432294,0.00005128315,0.01048573,0.0005517796,0.0002631573,0.001971627,0.0233184,0.000731661,0.01112278,0.0004804877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7135369,0.00006067754,0.2842073,0.001028563,0.0001417963,0.0004933482,0.00006612342,0.00007878442,0.0003864618],"genre_scores_gemma":[0.9930122,0.0001979826,0.001503277,0.002975221,0.0004715392,0.0001516894,0.001577731,0.00002380866,0.00008654867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4412588,"threshold_uncertainty_score":0.6879668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705886762666893,"score_gpt":0.2865472769105028,"score_spread":0.2694884092838339,"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."}}