{"id":"W3154518733","doi":"10.1177/0896860821989874","title":"Outcome measures for technique survival reported in peritoneal dialysis: A systematic review","year":2021,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Hôpital Maisonneuve-Rosemont; Western University","funders":"","keywords":"Medicine; Peritoneal dialysis; MEDLINE; Transplantation; Survival analysis; Intensive care medicine; Hemodialysis; Dialysis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003561855,0.001034629,0.009770138,0.001393941,0.000111618,0.0002362344,0.0008389588,0.0004777484,0.0004382918],"category_scores_gemma":[0.004707454,0.0007932077,0.006125603,0.001475174,0.0001088076,0.0001370158,0.0003459808,0.0006358896,0.00005570775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009888388,"about_ca_system_score_gemma":0.0006580026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156364,"about_ca_topic_score_gemma":0.0001055035,"domain_scores_codex":[0.9900229,0.0009045322,0.004967298,0.001489843,0.002017141,0.000598283],"domain_scores_gemma":[0.9953154,0.0004855473,0.001664781,0.00146812,0.0007227845,0.0003433155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004676153,0.001102538,0.0001372672,0.9330337,0.01316272,0.0007605055,0.0000646807,0.000002712677,0.000005331685,0.0004558445,0.001256064,0.04997185],"study_design_scores_gemma":[0.0006845075,0.00005706739,0.0000291647,0.4854773,0.05188389,0.0001562737,0.00005677672,0.00008096452,0.000002695037,0.00001910014,0.4607005,0.0008518285],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002749559,0.9864943,0.00126615,0.0005149871,0.001147394,0.007862233,0.0003015156,0.0001135815,0.002297094],"genre_scores_gemma":[0.0001139772,0.9753321,0.0008775454,0.0004147527,0.0009263169,0.01438294,0.005189114,0.0001550923,0.002608173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4594444,"threshold_uncertainty_score":0.9994519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09266315431827044,"score_gpt":0.4073411547505444,"score_spread":0.314678000432274,"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."}}