{"id":"W2415220936","doi":"10.1177/039139880102401002","title":"Prevention of Catheter Related Infections in Patients on CAPD","year":2001,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Mupirocin; Medicine; Catheter; Peritoneal dialysis; Exit site; Peritonitis; Carriage; Surgery; Intensive care medicine; Staphylococcus aureus; Adverse effect; Internal medicine; Methicillin-resistant Staphylococcus aureus; Pathology","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":[0.0005936116,0.00007162154,0.0001732282,0.0002430981,0.0001168316,0.0000073875,0.0002531361,0.00007024802,0.0006835143],"category_scores_gemma":[0.0002316454,0.00004882624,0.0001497078,0.0001937542,0.00003579481,0.00009888097,0.0000341618,0.0003925458,0.00006880795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191126,"about_ca_system_score_gemma":0.0001295707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001762701,"about_ca_topic_score_gemma":0.0005615446,"domain_scores_codex":[0.9983925,0.000182304,0.0008093658,0.00007077945,0.0003955023,0.0001495215],"domain_scores_gemma":[0.9986199,0.0002148839,0.0005882385,0.0001084192,0.0004299944,0.00003858329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00166146,0.005230461,0.9375626,0.00001279337,0.0004664907,0.00002523443,0.02034051,0.001459186,0.00458807,0.005356876,0.002327657,0.02096868],"study_design_scores_gemma":[0.004720498,0.003101745,0.9482412,0.001139543,0.0002688092,0.00003953752,0.003437675,0.0004948743,0.003315191,0.02368359,0.01118499,0.0003723839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947847,0.000009586774,0.0001228792,0.002270191,0.001308537,0.0001597764,0.000007996386,0.000005326566,0.00133103],"genre_scores_gemma":[0.9990874,0.0000509228,0.00001868314,0.0002071794,0.000243942,0.000002334283,0.000005590766,0.00001028118,0.0003736635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205963,"threshold_uncertainty_score":0.7484003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279958192113221,"score_gpt":0.3536163633693131,"score_spread":0.3208167814481809,"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."}}