{"id":"W2077037091","doi":"10.3747/pdi.2012.00320","title":"Cancer Antigen 125 as a Biomarker in Peritoneal Dialysis: Mesothelial Cell Health or Death?","year":2013,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Mesothelial Cell; Peritoneal dialysis; Medicine; Biomarker; Cancer antigen; Mesothelium; Cancer; Dialysis; Oncology; Pathology; Internal medicine; Biology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007965063,0.001144716,0.004303028,0.002058333,0.0001840046,0.0003731326,0.0009754097,0.0004961962,0.01244159],"category_scores_gemma":[0.0001999683,0.0008153328,0.002650222,0.001305313,0.0001675719,0.0002385579,0.0004887433,0.00068205,0.001115273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588227,"about_ca_system_score_gemma":0.002166821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007103356,"about_ca_topic_score_gemma":0.0008391771,"domain_scores_codex":[0.9926378,0.000556655,0.002412096,0.001605368,0.001823613,0.000964474],"domain_scores_gemma":[0.9968358,0.0001901826,0.001090449,0.0008993302,0.0002588023,0.0007254911],"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":[0.0003186568,0.001819543,0.0006377572,0.006163347,0.005758728,0.0004166137,0.0005190724,0.000009970861,0.00002070739,0.0001230702,0.01131971,0.9728928],"study_design_scores_gemma":[0.001481825,0.0001411779,0.001323461,0.005745474,0.003469457,0.00003537997,0.0001138355,0.0006230216,0.000006433255,0.00002214009,0.9862055,0.000832351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009531712,0.9789733,0.00005196915,0.001723066,0.002032265,0.002443103,0.0006363284,0.0001165981,0.01307015],"genre_scores_gemma":[0.00205258,0.9761894,0.000479376,0.0009696905,0.00187165,0.002086215,0.002470573,0.0001850136,0.01369555],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9748857,"threshold_uncertainty_score":0.9996625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06887305576127616,"score_gpt":0.4031571998463384,"score_spread":0.3342841440850622,"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."}}