{"id":"W1957741034","doi":"10.1111/j.1492-7535.2004.0085am.x","title":"Is Dialysis Always Justified? Ethics and Economics","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Malignancy; Palliative care; Sepsis; Laparotomy; Intensive care medicine; Surgery; General surgery; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01017722,0.0001577208,0.0004178944,0.000640853,0.002476823,0.005791256,0.0007437522,0.005900764,0.006859798],"category_scores_gemma":[0.03709408,0.0001717202,0.0002733774,0.0006011632,0.01286521,0.004247042,0.002092347,0.005507863,0.0006542827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005005929,"about_ca_system_score_gemma":0.006422267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093171,"about_ca_topic_score_gemma":0.001536397,"domain_scores_codex":[0.9899423,0.006584222,0.0004100716,0.0005775462,0.001616801,0.0008689532],"domain_scores_gemma":[0.9606203,0.02805942,0.00402605,0.0009970729,0.003213078,0.003084149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001041445,0.0001042263,0.01344092,0.0003516301,0.00005236772,0.004128885,0.002608714,0.0009403622,0.0002565204,0.8365356,0.08148398,0.05999259],"study_design_scores_gemma":[0.00004707105,0.00006221948,0.004480751,0.001412517,0.00002010851,0.005431229,0.003744299,0.001321437,0.0002356635,0.8020952,0.1810947,0.00005469417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02816148,0.02320647,0.006273881,0.8444291,0.001540151,0.00004289335,0.0001083632,0.00001941627,0.09621827],"genre_scores_gemma":[0.8347536,0.02283546,0.003394301,0.1251527,0.005560293,0.00006775743,0.00005588732,0.00003540803,0.008144625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01017722,"threshold_uncertainty_score":0.05382293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09476174740843234,"score_gpt":0.3039629242289368,"score_spread":0.2092011768205045,"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."}}