{"id":"W2134150002","doi":"10.1177/089686080602600504","title":"<i>Peritoneal Dialysis International</i> : Its Past, Present, and Future","year":2006,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Peritoneal dialysis; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002809552,0.0003946764,0.0005902449,0.0005925486,0.0001733923,0.0003263535,0.0004202636,0.0001543618,0.001876849],"category_scores_gemma":[0.00003418557,0.0003434565,0.0005905144,0.0004257655,0.0001430203,0.0003365497,0.0003325438,0.000235773,0.0001453708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838285,"about_ca_system_score_gemma":0.00005192914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000287016,"about_ca_topic_score_gemma":0.00004415667,"domain_scores_codex":[0.9966641,0.00008347091,0.0007293338,0.0007926053,0.001330052,0.0004004572],"domain_scores_gemma":[0.9986688,0.00006409206,0.0002349185,0.0004015852,0.0003475495,0.0002829828],"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":[0.003003078,0.008676527,0.2333613,0.0004435357,0.01685784,0.001463228,0.001963106,0.001115717,0.04044106,0.03016754,0.3653286,0.2971785],"study_design_scores_gemma":[0.002098565,0.00006716738,0.1327368,0.00004653342,0.001064386,0.00004233975,0.00021707,0.006455193,0.00120078,0.0002745785,0.8553423,0.0004542736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5879813,0.002879376,0.0009460479,0.113803,0.006710954,0.001131744,0.000524285,0.0004194063,0.2856038],"genre_scores_gemma":[0.9581324,0.0009161114,0.0009168845,0.001046693,0.02591181,0.0001628192,0.001669335,0.00005915731,0.01118481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4900137,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007593509740249241,"score_gpt":0.2563891091432013,"score_spread":0.248795599402952,"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."}}