{"id":"W3004696160","doi":"10.1177/0896860819895362","title":"Incremental peritoneal dialysis","year":2020,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Peritoneal dialysis; Medicine; Renal function; Urology; Observational study; Dialysis; Randomized controlled trial; Clearance; Intensive care medicine; 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":[0.001534447,0.0004945026,0.0008465387,0.000731806,0.0005167021,0.001944318,0.001477944,0.0007287824,0.01284728],"category_scores_gemma":[0.005819286,0.0001467316,0.001285369,0.001203825,0.0006503524,0.001558023,0.00239195,0.001816994,0.002456924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400788,"about_ca_system_score_gemma":0.001791639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112715,"about_ca_topic_score_gemma":0.0008562318,"domain_scores_codex":[0.9984393,0.0005337177,0.0002127668,0.0002436545,0.00041149,0.0001590661],"domain_scores_gemma":[0.9979044,0.0005708304,0.0004742559,0.0002729827,0.0004399535,0.0003375609],"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":[0.00272187,0.0004874213,0.01079954,0.007523537,0.0008173735,0.000959724,0.0003122952,0.00188198,0.001732463,0.0374331,0.07219649,0.8631342],"study_design_scores_gemma":[0.001446801,0.002091282,0.01041939,0.004034359,0.0007986156,0.009774706,0.0002843774,0.001970656,0.004083192,0.04139357,0.9235802,0.0001229442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09033407,0.4099736,0.1341036,0.02923048,0.01083663,0.002335653,0.007892046,0.003128985,0.312165],"genre_scores_gemma":[0.7760764,0.1041763,0.0490903,0.02183004,0.004078402,0.001373879,0.005602949,0.0003476226,0.03742406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01284728,"threshold_uncertainty_score":0.04297841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089198156788896,"score_gpt":0.2798376691978924,"score_spread":0.2589456876300034,"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."}}