{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001169832,0.0006445386,0.002592914,0.002538523,0.0002243806,0.001182261,0.0007593124,0.00136778,0.001503689],"category_scores_gemma":[0.002086429,0.0002791468,0.0006659022,0.003046062,0.0007844936,0.001425933,0.0005795701,0.001409768,0.0008147326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885047,"about_ca_system_score_gemma":0.001277112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697036,"about_ca_topic_score_gemma":0.002512981,"domain_scores_codex":[0.9996198,0.00009952838,0.00008125998,0.00005306895,0.0001256948,0.00002057303],"domain_scores_gemma":[0.9991344,0.0005185494,0.0001233571,0.00001828646,0.0001746502,0.00003087844],"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":[0.000101304,0.00004292194,0.0006877181,0.04237551,0.000326672,0.0002389521,0.0001146557,0.0002199903,0.0008337873,0.003297867,0.02327233,0.9284883],"study_design_scores_gemma":[0.00005447167,0.0001987714,0.004519822,0.02829153,0.0007564428,0.003627338,0.0004141691,0.0002031499,0.0007402967,0.004498885,0.9566352,0.00005992032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005061176,0.9994941,0.00002490107,0.0002180896,0.00006900182,0.000001061508,0.000004584637,0.000001013208,0.0001366585],"genre_scores_gemma":[0.0006204962,0.9989545,0.00005409035,0.000176212,0.00009637527,0.000002858393,0.000007205563,3.970948e-7,0.00008776515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002592914,"threshold_uncertainty_score":0.006186724,"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."}}