{"id":"W4409397065","doi":"10.1177/08968608251328517","title":"Peritoneal dialysis training and interventions: A narrative review","year":2025,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Peritoneal dialysis; Medicine; Psychological intervention; Intensive care medicine; Narrative; Dialysis; Narrative review; Internal medicine; Nursing; Literature","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":[0.00472626,0.00138695,0.003773357,0.006031026,0.0006975227,0.00275765,0.001331351,0.001883847,0.006683681],"category_scores_gemma":[0.02604673,0.0006927467,0.00328778,0.00705056,0.0006376617,0.002205865,0.001482749,0.001344661,0.0005532654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922765,"about_ca_system_score_gemma":0.009454175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003247417,"about_ca_topic_score_gemma":0.008429618,"domain_scores_codex":[0.9950197,0.002036337,0.001615486,0.0003315975,0.0008280699,0.0001687582],"domain_scores_gemma":[0.9842826,0.0122684,0.002144923,0.0001625352,0.0009940853,0.0001476186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001436616,0.00004107281,0.0003096018,0.8935447,0.001595328,0.0002005338,0.0004383151,0.0001051099,0.0001378939,0.001041769,0.004319412,0.09812262],"study_design_scores_gemma":[0.0001043803,0.000121623,0.001504613,0.9192838,0.008814962,0.0005795265,0.0004207894,0.00005451455,0.0001396207,0.0005318034,0.06842279,0.00002157949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003347498,0.9984331,0.0001040859,0.0002730682,0.0001296536,0.0001575899,0.00009246058,0.000004075255,0.0004712567],"genre_scores_gemma":[0.004596537,0.9939412,0.0003537555,0.000429742,0.00009958101,0.0003513719,0.00007987317,0.000002161493,0.0001458461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006683681,"threshold_uncertainty_score":0.02499515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06718172158680247,"score_gpt":0.4103964246295779,"score_spread":0.3432147030427754,"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."}}