{"id":"W1811891409","doi":"10.1111/j.1525-139x.2012.01124.x","title":"Advances in Peritoneal Dialysis: A Review","year":2012,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Intensive care medicine; Randomized controlled trial; Dialysis; Modalities; Treatment modality; Clinical trial; Confounding; Surgery; Internal medicine","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":[0.001214196,0.001020284,0.002174583,0.005168852,0.0004292903,0.00203367,0.001254162,0.001378874,0.006254102],"category_scores_gemma":[0.002882024,0.0004021119,0.001347385,0.005514818,0.0005183492,0.002229199,0.00108644,0.001917491,0.001654281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009115001,"about_ca_system_score_gemma":0.002817921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390751,"about_ca_topic_score_gemma":0.001843394,"domain_scores_codex":[0.9993691,0.0001287427,0.0001904376,0.00009443732,0.0001758288,0.00004143669],"domain_scores_gemma":[0.997667,0.001502063,0.0003309036,0.00004748374,0.0003437908,0.0001088847],"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":[0.0001449487,0.00009286983,0.0004316141,0.1136564,0.0003134079,0.0003258157,0.0001839133,0.0003272189,0.000486705,0.002471491,0.04995779,0.8316079],"study_design_scores_gemma":[0.00003554687,0.0001271952,0.001775332,0.05114386,0.0006715342,0.002233034,0.0001899446,0.0001002306,0.0001635759,0.001820409,0.9417048,0.00003459524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006381115,0.9989836,0.00005260082,0.0003053923,0.0002325867,0.000005177843,0.00002283402,0.000004369339,0.0003296965],"genre_scores_gemma":[0.0003307876,0.9989662,0.0001125242,0.0002284491,0.00022608,0.00000617466,0.00002991527,0.000001080038,0.00009882999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006254102,"threshold_uncertainty_score":0.02092206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837726842589886,"score_gpt":0.3517012072114763,"score_spread":0.3233239387855774,"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."}}