{"id":"W4409473508","doi":"10.1177/08968608251331832","title":"Ten things I wish I knew as a new peritoneal dialysis nurse","year":2025,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Nursing; Continuous ambulatory peritoneal dialysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00778441,0.0007884672,0.0008833248,0.00109434,0.01025864,0.007045505,0.001880462,0.006119254,0.01028686],"category_scores_gemma":[0.02947246,0.0007779221,0.0009519233,0.0008757213,0.006372749,0.01067916,0.006454194,0.01456102,0.00557604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0036173,"about_ca_system_score_gemma":0.01307757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004672193,"about_ca_topic_score_gemma":0.009622263,"domain_scores_codex":[0.9884382,0.006100841,0.0004768726,0.000872665,0.002554405,0.001556959],"domain_scores_gemma":[0.9675633,0.003911848,0.001647805,0.0007678836,0.009317009,0.01679217],"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":[0.0001669858,0.0008175875,0.01752506,0.001602644,0.00006413579,0.003451635,0.1993086,0.0002588429,0.001707798,0.008270203,0.5864753,0.1803514],"study_design_scores_gemma":[0.00005434121,0.0005741517,0.006548541,0.00295054,0.00003389668,0.00820247,0.3793714,0.0003716088,0.0004162579,0.006453312,0.5947466,0.0002769464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08814906,0.01393233,0.01169511,0.7290041,0.06262011,0.001187292,0.0003364997,0.000654377,0.09242106],"genre_scores_gemma":[0.3581747,0.02627499,0.04212888,0.4625929,0.006199664,0.002594219,0.0005780034,0.0003210854,0.1011354],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01028686,"threshold_uncertainty_score":0.04116839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007746136485370117,"score_gpt":0.2909779259907356,"score_spread":0.2832317895053655,"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."}}