{"id":"W2462106710","doi":"10.2215/cjn.04840516","title":"Supportive Care: Comprehensive Conservative Care in End-Stage Kidney Disease","year":2016,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Intensive care medicine; Dialysis; Comorbidity; Quality of life (healthcare); Disease; Population; End stage renal disease; Kidney disease; Advance care planning; Conservative management; Nephrology; MEDLINE; Palliative care; Internal medicine; Surgery; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000321741,0.0001561828,0.0009848891,0.00005093589,0.00003823784,0.00000399393,0.0003042199,0.00005833488,0.0001348591],"category_scores_gemma":[0.0003222953,0.00007857326,0.001441663,0.0002603672,0.002559805,0.00004615837,0.0001991657,0.0003187288,0.000005153995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189023,"about_ca_system_score_gemma":0.0007210934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003802414,"about_ca_topic_score_gemma":0.000006142162,"domain_scores_codex":[0.9976394,0.0005300773,0.001020553,0.000216741,0.0003484121,0.0002448081],"domain_scores_gemma":[0.9963874,0.0007204307,0.001473994,0.0003502435,0.0006288636,0.000439091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008124968,0.00100379,0.7515852,0.0003159438,0.002490565,0.0002926243,0.003367178,0.00002801049,0.004307498,0.0001842783,0.1889564,0.03934349],"study_design_scores_gemma":[0.003818323,0.001548441,0.8179497,0.0002413625,0.0006001223,0.00000733137,0.00842717,0.00001220421,0.00007171057,0.00008551627,0.1671402,0.00009793042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590765,0.0006020698,0.00009712007,0.03952549,0.0001895985,0.0002480377,0.0001112281,0.000004991775,0.0001449164],"genre_scores_gemma":[0.9220424,0.001216115,0.0006355472,0.07573596,0.0002054663,0.000003472647,0.00000609169,0.00001349724,0.0001413935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06636438,"threshold_uncertainty_score":0.9431707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697120180926093,"score_gpt":0.3613023988236081,"score_spread":0.3243311970143472,"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."}}