{"id":"W2071124633","doi":"10.1159/000180605","title":"Management of Peritonitis and Bowel Perforation During Chronic Peritoneal Dialysis","year":2008,"lang":"en","type":"article","venue":"The Nephron journals/Nephron journals","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Peritonitis; Bowel perforation; Perforation; Gastroenterology; Internal medicine; Complication; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942552,0.0002858952,0.0003181072,0.0005536154,0.001189988,0.000584498,0.0002841455,0.0006569386,0.0005830392],"category_scores_gemma":[0.00304525,0.0001735428,0.0003846718,0.000282154,0.0004292111,0.0004823162,0.000710497,0.0006433753,0.0001520219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167584,"about_ca_system_score_gemma":0.0003887009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003865088,"about_ca_topic_score_gemma":0.0005868767,"domain_scores_codex":[0.9995459,0.0001603567,0.00005908641,0.00003924317,0.00007119606,0.000124188],"domain_scores_gemma":[0.998982,0.0002236016,0.0003910161,0.0000339398,0.00005783009,0.0003115812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005468803,0.0003053174,0.841307,0.0003561256,0.0001000912,0.06758243,0.001674099,0.0004461953,0.003378967,0.0002109167,0.001327243,0.08276472],"study_design_scores_gemma":[0.0001518952,0.002560598,0.5183686,0.0003214974,0.0001275501,0.4659007,0.002328185,0.001511842,0.002124041,0.0004399618,0.006117968,0.00004713223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933657,0.003990749,0.0008466882,0.0005074483,0.0000417068,0.00002386912,0.00001741477,0.00002036017,0.001186137],"genre_scores_gemma":[0.998142,0.00106786,0.0003912481,0.0001416993,0.0001119614,0.00001215808,0.00002396532,0.000002408624,0.0001066112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001189988,"threshold_uncertainty_score":0.002613902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855315938210705,"score_gpt":0.270157214472604,"score_spread":0.251604055090497,"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."}}