{"id":"W2062700622","doi":"10.1159/000182504","title":"Continuous Ambulatory Peritoneal Dialysis – 1981","year":2008,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Continuous ambulatory peritoneal dialysis; Ambulatory; Nephrology; Intensive care medicine; Internal medicine; Kidney disease","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002714451,0.0008217227,0.001751944,0.0009106233,0.001573951,0.0004474839,0.0008437008,0.0003014386,0.007568643],"category_scores_gemma":[0.0001654699,0.0005397953,0.0018768,0.001191312,0.0006277949,0.0005114549,0.0002814181,0.001551649,0.0008572949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590926,"about_ca_system_score_gemma":0.0005505054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008969779,"about_ca_topic_score_gemma":0.00004332569,"domain_scores_codex":[0.9923631,0.0007519116,0.002092154,0.0007654778,0.002631637,0.001395706],"domain_scores_gemma":[0.9949529,0.0002276312,0.001245485,0.001328315,0.0007247214,0.001521012],"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":[0.00305102,0.004985623,0.06011607,0.0004328635,0.01365124,0.01314306,0.007433832,0.002308361,0.06677484,0.000364699,0.6881282,0.1396101],"study_design_scores_gemma":[0.007846958,0.0009195608,0.3287063,0.001032687,0.004617447,0.00781658,0.002187565,0.001255599,0.001191336,0.000548452,0.6424094,0.001468152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300178,0.0346986,0.002078736,0.01402774,0.001502372,0.001280537,0.00004474375,0.0002398504,0.0161096],"genre_scores_gemma":[0.9667906,0.01056732,0.0004874716,0.007301446,0.00409371,0.00005842343,0.00002515061,0.0001555868,0.01052028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2685902,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817258999442614,"score_gpt":0.2834766011552775,"score_spread":0.2553040111608513,"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."}}