{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007735452,0.000208174,0.0003281056,0.0008550358,0.0008459011,0.00005147161,0.0002957393,0.0002223147,0.01290808],"category_scores_gemma":[0.0002394691,0.0002037492,0.0003673982,0.001266569,0.00005813953,0.0002813741,0.0002118664,0.0004959326,0.01193224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875165,"about_ca_system_score_gemma":0.0001049129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116477,"about_ca_topic_score_gemma":0.0006724767,"domain_scores_codex":[0.997456,0.0003038113,0.0008047252,0.0004484602,0.0004397894,0.0005472788],"domain_scores_gemma":[0.9986948,0.0002575323,0.0002936048,0.0003286221,0.0002743918,0.0001510013],"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":[0.0002925871,0.001474359,0.3360963,0.0001464361,0.003176038,0.00005941761,0.02076471,0.001535941,0.005354371,0.01998558,0.4910547,0.1200595],"study_design_scores_gemma":[0.001474297,0.00007454676,0.06562495,0.0001130571,0.0002390066,0.000005141973,0.0007896688,0.01500582,0.0001459835,0.003755744,0.9122261,0.0005457051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281333,0.00005795959,0.0006385253,0.02437105,0.00992286,0.000620685,0.0004359942,0.0007961633,0.03502345],"genre_scores_gemma":[0.9670451,0.001745357,0.0002546725,0.001109683,0.001244792,0.0003911207,0.003786166,0.00005502775,0.0243681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4211714,"threshold_uncertainty_score":0.9888371,"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."}}