{"id":"W4378347704","doi":"10.1177/08968608231172740","title":"ISPD Catheter-related Infection Recommendations: 2023 Update","year":2023,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Exit site; Peritoneal dialysis; Catheter; Peritonitis; Surgery; Intensive care medicine; Infection control; Psychological intervention; Cuff","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":[0.005588838,0.001118081,0.001672643,0.004759668,0.001123357,0.00346555,0.003327918,0.004966144,0.02914037],"category_scores_gemma":[0.02772981,0.0009778035,0.002996723,0.004447837,0.0006476809,0.002148828,0.002502253,0.006348768,0.02407058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003340007,"about_ca_system_score_gemma":0.01412419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03423472,"about_ca_topic_score_gemma":0.03796957,"domain_scores_codex":[0.9921014,0.001339447,0.002241545,0.0002667161,0.003570934,0.00047996],"domain_scores_gemma":[0.9634013,0.003517282,0.002983604,0.0006200717,0.02745134,0.002026374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003620856,0.00007045409,0.001001774,0.001468964,0.00003517137,0.00009017715,0.00004013679,0.0001217716,0.00007682551,0.0005069033,0.8970378,0.09951381],"study_design_scores_gemma":[0.0000563291,0.00003291022,0.002884069,0.006230255,0.00008105166,0.0002988355,0.00006671096,0.00007153895,0.00009288623,0.0004892593,0.9896727,0.00002353435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003659938,0.2086137,0.01141821,0.2623007,0.06366964,0.003387434,0.09403966,0.003102564,0.3498081],"genre_scores_gemma":[0.01989975,0.3783762,0.04846472,0.1763838,0.02855992,0.004917922,0.2053141,0.001332746,0.1367509],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03423472,"threshold_uncertainty_score":0.09748429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203593503918041,"score_gpt":0.3882980735432348,"score_spread":0.3462621385040544,"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."}}