{"id":"W2148939600","doi":"10.3747/pdi.2009.00241","title":"Discordant PD Catheter and Effluent Culture Results. The Limited Clinical Relevance of Culturing PD Catheters","year":2010,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; University Health Network","funders":"","keywords":"Catheter; Medicine; Peritonitis; Peritoneal dialysis; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005642649,0.0001846633,0.0003711559,0.0001032628,0.00009465308,0.0000760023,0.0002747176,0.00007220879,0.00006311555],"category_scores_gemma":[0.000564869,0.0001036329,0.0004749479,0.000146262,0.0003660215,0.00009348185,0.0001866143,0.0003658653,0.00001596802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002872673,"about_ca_system_score_gemma":0.00002769843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009311309,"about_ca_topic_score_gemma":0.00009859743,"domain_scores_codex":[0.9980491,0.00007712978,0.0007083584,0.0004212596,0.0005635188,0.0001806064],"domain_scores_gemma":[0.9988474,0.0001430245,0.0002614748,0.0004317335,0.0001624222,0.0001539983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01422443,0.01837279,0.2973162,0.0007709862,0.02227226,0.0005472147,0.02740809,0.0005126582,0.2994875,0.02016176,0.06423765,0.2346885],"study_design_scores_gemma":[0.005618528,0.0006660488,0.6374646,0.0003161399,0.00236704,0.00006820798,0.0008764936,0.006258825,0.00669128,0.0003365255,0.3387346,0.0006017284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852827,0.000162207,0.00009229947,0.006364193,0.000984735,0.0002764862,0.00008462115,0.00002767091,0.006725132],"genre_scores_gemma":[0.9952314,0.0005454912,0.0009345284,0.0006282247,0.000684293,0.00003524379,0.0001576263,0.00001612432,0.001767043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3401484,"threshold_uncertainty_score":0.4226029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686771658606368,"score_gpt":0.3168733842209638,"score_spread":0.3000056676349001,"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."}}