{"id":"W2096317780","doi":"10.2215/cjn.00650114","title":"A Palliative Approach to Dialysis Care","year":2014,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University Health Network","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Palliative care; Intensive care medicine; Dialysis; MEDLINE; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007974224,0.0001286585,0.001297748,0.00004018647,0.00003559474,0.000002394287,0.0003824744,0.0000962835,0.000008690213],"category_scores_gemma":[0.0008807386,0.00007876433,0.001454474,0.0003933547,0.001269136,0.0000230613,0.0001209685,0.0004447049,0.000002922302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004479585,"about_ca_system_score_gemma":0.0001434654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003972863,"about_ca_topic_score_gemma":0.00000217567,"domain_scores_codex":[0.9979407,0.0004393774,0.0009408384,0.0001661594,0.0003193505,0.0001936404],"domain_scores_gemma":[0.9961211,0.001239617,0.001479194,0.0003423517,0.0006341104,0.0001836424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002164109,0.0008966479,0.8040144,0.0001947274,0.003209788,0.000003373942,0.01820732,0.0002125224,0.005785524,0.000179149,0.1103787,0.05475366],"study_design_scores_gemma":[0.004019267,0.007973309,0.5204293,0.0004261149,0.001623595,0.00003163716,0.02061557,0.0004774418,0.001247268,0.0003857501,0.442531,0.0002397938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833576,0.0006275779,0.005210328,0.00971704,0.0001446047,0.0001277906,0.000006571825,0.000005240779,0.0008032428],"genre_scores_gemma":[0.9142869,0.001319478,0.04904059,0.03464488,0.0006443058,0.000002126209,0.000001524386,0.0000141574,0.00004601941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3321522,"threshold_uncertainty_score":0.4676183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438106427401444,"score_gpt":0.4618942768285659,"score_spread":0.3180836340884216,"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."}}