{"id":"W1989970891","doi":"10.2147/ijnrd.s50527","title":"Evaluating the benefits of home-based peritoneal dialysis","year":2014,"lang":"en","type":"review","venue":"International Journal of Nephrology and Renovascular Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; 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":[0.0009123725,0.0006010681,0.00161328,0.002412169,0.0001962642,0.0008976972,0.000759803,0.0009886817,0.00267486],"category_scores_gemma":[0.002906414,0.000194528,0.0009568248,0.002258006,0.0002942942,0.001001816,0.0004484759,0.0008636292,0.0004102024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006030633,"about_ca_system_score_gemma":0.001340653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335042,"about_ca_topic_score_gemma":0.002450302,"domain_scores_codex":[0.9995942,0.0001073012,0.0001012636,0.00004484642,0.0001349445,0.00001756477],"domain_scores_gemma":[0.9985362,0.001059267,0.0001767132,0.00001411821,0.0001841591,0.00002946773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001422408,0.00007088095,0.0005213844,0.1007955,0.0006554776,0.0001207766,0.00008656211,0.0002369949,0.0004024461,0.001432571,0.0106766,0.8848586],"study_design_scores_gemma":[0.0001228855,0.0004411143,0.009242622,0.1751486,0.004018799,0.003316054,0.0004280065,0.0003355384,0.0009537219,0.003822891,0.8020969,0.00007279157],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001240829,0.999392,0.00002184775,0.0001243038,0.00003759325,0.000002793686,0.00001000526,7.790912e-7,0.0002865569],"genre_scores_gemma":[0.0009927058,0.9987468,0.00005965039,0.000087034,0.00004805332,0.000003396734,0.00001226416,2.983249e-7,0.00004971497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00267486,"threshold_uncertainty_score":0.008948267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638933408526875,"score_gpt":0.3686193297383693,"score_spread":0.3222299956531006,"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."}}