{"id":"W4233170773","doi":"10.1007/978-3-642-12483-9_10","title":"Chronic Dialysis","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003038186,0.000504579,0.0004871361,0.0005727305,0.000864616,0.001299418,0.0005084656,0.0006113179,0.2028311],"category_scores_gemma":[0.0009227726,0.0001608374,0.0003170224,0.0007392199,0.0002878189,0.001113698,0.001234047,0.001514766,0.08920243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005356386,"about_ca_system_score_gemma":0.001637636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185964,"about_ca_topic_score_gemma":0.006165978,"domain_scores_codex":[0.9998304,0.00003563862,0.000009736629,0.00002765071,0.0000706816,0.00002588059],"domain_scores_gemma":[0.9997972,0.00004742674,0.00001182068,0.00002352626,0.00006708064,0.00005304263],"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":[0.0000115265,0.00005503136,0.0002506727,0.0001287718,0.000003941566,0.00009552848,0.00009589954,0.00009061981,0.0001325895,0.01450663,0.7904809,0.1941479],"study_design_scores_gemma":[0.000002512839,0.000005658716,0.000267029,0.00008294687,0.00000189318,0.0001434829,0.0000210684,0.00003387196,0.0000223061,0.002283923,0.9971336,0.000001787493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000656104,0.01445222,0.001771814,0.004597243,0.002895852,0.0000753943,0.0005808503,0.0001996525,0.974771],"genre_scores_gemma":[0.003736901,0.01194732,0.00119572,0.003748272,0.001051287,0.00005389172,0.0006778531,0.0000608388,0.9775278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2028311,"threshold_uncertainty_score":0.6785377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143183666298526,"score_gpt":0.2332669382552343,"score_spread":0.2189485716253817,"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."}}