{"id":"W2052937045","doi":"10.3747/pdi.2011.00069","title":"Is Encapsulating Peritoneal Sclerosis Rare in North America?","year":2011,"lang":"en","type":"letter","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Surgery","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":[],"category_scores_codex":[0.0001805849,0.0006793637,0.001248938,0.001252299,0.0001191585,0.0001990685,0.0007104086,0.0005121434,0.006984908],"category_scores_gemma":[0.0001480596,0.0006269125,0.001200486,0.0007926251,0.0002192153,0.0001972592,0.0003757474,0.001474556,0.0005510129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004742951,"about_ca_system_score_gemma":0.0001665763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314943,"about_ca_topic_score_gemma":0.0002053103,"domain_scores_codex":[0.9951386,0.0001469268,0.001153955,0.001198694,0.001678921,0.0006828873],"domain_scores_gemma":[0.998196,0.00008179345,0.0004874661,0.0007570259,0.0002616768,0.000216027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002577493,0.0008329485,0.05899159,0.0003871835,0.003427756,0.002189043,0.003650927,0.0000524829,0.0001890259,0.00002343398,0.8966396,0.03335826],"study_design_scores_gemma":[0.001481394,0.000124624,0.12441,0.0005161667,0.001392242,0.0000198099,0.0002265628,0.002438749,0.00009126967,0.00004970896,0.868304,0.0009454198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2338634,0.001252105,0.0003156332,0.6559574,0.00484107,0.001952964,0.001875181,0.0003785652,0.09956368],"genre_scores_gemma":[0.3777672,0.001080537,0.001907604,0.5811703,0.01340343,0.0005221273,0.01283984,0.0002388146,0.01107015],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1439038,"threshold_uncertainty_score":0.9996182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572012120695881,"score_gpt":0.2684594883504375,"score_spread":0.2327393671434787,"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."}}