{"id":"W4407797919","doi":"10.1177/08968608241312751","title":"PD-associated peritonitis: Something's fishy","year":2025,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Peritonitis; Peritoneal dialysis; Etiology; Surgery; Perforation; Foreign body; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086976,0.0008219876,0.0006587972,0.0007993882,0.001301107,0.0009937902,0.0004378846,0.002604346,0.00239556],"category_scores_gemma":[0.001603372,0.0003031335,0.0007633588,0.0006630164,0.001265216,0.001524824,0.001161458,0.002111822,0.0004785241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177954,"about_ca_system_score_gemma":0.0004232052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061437,"about_ca_topic_score_gemma":0.0009845144,"domain_scores_codex":[0.9997755,0.00003168962,0.00002819054,0.00004766793,0.00004100472,0.00007591396],"domain_scores_gemma":[0.9995363,0.0001237008,0.0001445133,0.00003682843,0.00003387925,0.0001248524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005190901,0.00002503937,0.01312449,0.0001124816,0.00001773952,0.9785573,0.0002287958,0.00007166866,0.001040533,0.0006344222,0.001394454,0.004741167],"study_design_scores_gemma":[0.000007702959,0.00002878384,0.003955552,0.00006436017,0.00001352093,0.9927137,0.0002398955,0.0001526869,0.0002418189,0.0005564229,0.002017163,0.000008423472],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772572,0.0343395,0.01108765,0.03230762,0.00294973,0.0001890774,0.0002571124,0.0004626931,0.04114943],"genre_scores_gemma":[0.9836349,0.005566674,0.00133809,0.004927942,0.001736609,0.00001247474,0.00005445773,0.00002921215,0.002699656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002604346,"threshold_uncertainty_score":0.008013964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009728284725711597,"score_gpt":0.2964161403821072,"score_spread":0.2866878556563957,"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."}}