{"id":"W116033146","doi":"10.1177/039139880302601007","title":"Structural Changes in Silicon Rubber Peritoneal Dialysis Catheters in Patients using Mupirocin at the Exit Site","year":2003,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Peritoneal dialysis; Silicon rubber; Mupirocin; Exit site; Medicine; Intensive care medicine; Surgery; Materials science; Composite material; Biology","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":[0.0009648771,0.0001462864,0.0002854733,0.0003366904,0.0003492244,0.00003343552,0.0004092513,0.00008765946,0.0006700203],"category_scores_gemma":[0.0002194516,0.00008672749,0.0001592334,0.0003471164,0.0000783985,0.0001219647,0.00009646914,0.0005263981,0.00003199227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007128229,"about_ca_system_score_gemma":0.0001349062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000898271,"about_ca_topic_score_gemma":0.01537237,"domain_scores_codex":[0.9976859,0.0004866182,0.0007499637,0.0001448407,0.0005790004,0.0003536561],"domain_scores_gemma":[0.9987274,0.000266451,0.0005207256,0.0001693583,0.00025074,0.00006532144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008547112,0.0002600855,0.9181006,0.00001075081,0.0002017553,0.00003512239,0.04945083,0.002347558,0.02521167,0.0003305819,0.0004070632,0.002789271],"study_design_scores_gemma":[0.005288175,0.0004078606,0.9404978,0.000418855,0.0003971119,0.00005805267,0.02136507,0.003956021,0.01804098,0.002974313,0.00581819,0.0007775782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938098,0.00005139787,0.00001119795,0.00441885,0.001326641,0.0002289739,0.00002490558,0.000004112471,0.0001241271],"genre_scores_gemma":[0.9984227,0.00004660551,0.00002980511,0.0009541219,0.0004278461,0.000003921883,0.00000817326,0.00001954578,0.0000872657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02808576,"threshold_uncertainty_score":0.8578142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400376343401842,"score_gpt":0.3383778215436058,"score_spread":0.2943740581095874,"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."}}