{"id":"W4322499638","doi":"10.1177/08968608231156924","title":"Continuous quality improvement in peritoneal dialysis: Your questions answered","year":2023,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Peritoneal dialysis; Medicine; Quality management; Intensive care medicine; Quality (philosophy); Dialysis; Operations management; Surgery; Engineering","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":[0.004293951,0.001014295,0.002048139,0.001663947,0.0005935758,0.002847245,0.001894641,0.005841678,0.01459645],"category_scores_gemma":[0.01855337,0.0004206097,0.001918866,0.00281117,0.001352822,0.006868555,0.001948158,0.005051989,0.003196449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446449,"about_ca_system_score_gemma":0.004712347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003891099,"about_ca_topic_score_gemma":0.00448397,"domain_scores_codex":[0.9973963,0.0008723167,0.0004286515,0.0003056118,0.0007972289,0.0001998933],"domain_scores_gemma":[0.9919534,0.004118391,0.001171899,0.0001339532,0.002204226,0.000418153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000816665,0.00005352379,0.0003242828,0.03773756,0.0001849563,0.0001188895,0.0002513146,0.0001932786,0.0001879709,0.005735694,0.4383204,0.5168105],"study_design_scores_gemma":[0.00005220607,0.00006529096,0.001112593,0.04771759,0.0001318923,0.0007683276,0.0003945522,0.00009132529,0.00006626926,0.004121393,0.9454356,0.00004296308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009142234,0.9369344,0.0002029342,0.0495595,0.01196473,0.00002130468,0.0000972772,0.00001834354,0.001110001],"genre_scores_gemma":[0.001167152,0.9546703,0.000600543,0.03171803,0.00943322,0.0000479039,0.0001699956,0.00001303859,0.002179942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01459645,"threshold_uncertainty_score":0.04882991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714321020873266,"score_gpt":0.4038213596100239,"score_spread":0.3323892575226973,"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."}}