{"id":"W4380291005","doi":"10.1177/08968608231172912","title":"Reducing and treating peritoneal dialysis catheter-related infections: Nursing implementation from evidence to practice","year":2023,"lang":"en","type":"editorial","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Nursing; Catheter; Dialysis; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001069635,0.0006329598,0.001088566,0.001283798,0.0004047968,0.0007078955,0.0003605643,0.000470243,0.0006232028],"category_scores_gemma":[0.008032036,0.0006243259,0.0006958339,0.001028835,0.000138844,0.0006295147,0.0003324373,0.0007338453,0.0002176934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322679,"about_ca_system_score_gemma":0.0003873862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009658147,"about_ca_topic_score_gemma":0.0004905261,"domain_scores_codex":[0.9939297,0.0003686582,0.001378267,0.001490262,0.002305314,0.0005277644],"domain_scores_gemma":[0.9945665,0.002796326,0.0007487895,0.0006135087,0.0008122922,0.0004625775],"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":[0.0008599327,0.001582236,0.001327829,0.0001978346,0.009991837,0.000289251,0.01157411,0.0006161507,0.002400754,0.00006604473,0.7853611,0.185733],"study_design_scores_gemma":[0.004706989,0.001410195,0.01062711,0.008511395,0.03046491,0.00003228138,0.00821383,0.008441635,0.0005808851,0.0003232659,0.9241936,0.002493936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.07675159,0.001452713,0.001196571,0.01072911,0.9031808,0.001616424,0.001297448,0.0005262286,0.003249061],"genre_scores_gemma":[0.1761297,0.005367293,0.005351568,0.0004308079,0.7881171,0.001198385,0.01847309,0.0003879346,0.004544073],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.183239,"threshold_uncertainty_score":0.9996208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845005525274336,"score_gpt":0.3780923964512393,"score_spread":0.3596423411984959,"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."}}