{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002694402,0.0002860555,0.0003764589,0.0009090945,0.0003318969,0.000748075,0.0005824027,0.0006047515,0.001036339],"category_scores_gemma":[0.02931641,0.0002106923,0.0002584062,0.0007467114,0.0006470217,0.0006415757,0.000523921,0.0005993936,0.000284445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000407457,"about_ca_system_score_gemma":0.0003492401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008069825,"about_ca_topic_score_gemma":0.0007437227,"domain_scores_codex":[0.9961655,0.001221914,0.0007927706,0.0004937875,0.001008358,0.0003177294],"domain_scores_gemma":[0.9724205,0.01153216,0.01241501,0.001267049,0.001537504,0.0008278044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001695846,0.00001517601,0.9945219,0.00003933572,0.00001724303,0.001462521,0.00007782943,0.00004953625,0.0005732912,0.00001411914,0.00007729035,0.002982268],"study_design_scores_gemma":[0.00001240704,0.0002044572,0.9760079,0.00006723175,0.0000634806,0.02073814,0.000244155,0.0005094599,0.001453457,0.00007199746,0.0006177804,0.000009654498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959621,0.001613797,0.0007826711,0.0001577224,0.00004095473,0.00001998824,0.0001825382,0.00001616404,0.001224037],"genre_scores_gemma":[0.9992982,0.0001564202,0.0002999257,0.00006241984,0.00003613547,0.00000510109,0.00009703205,0.000003370538,0.00004143917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002694402,"threshold_uncertainty_score":0.0142495,"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."}}