{"id":"W2093847635","doi":"10.1111/j.1492-7535.2005.1121aw.x","title":"Death in dialysis","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Uremia; Creatinine; Internal medicine; Surgery","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":[0.0004056415,0.0001797222,0.0003016016,0.0008588793,0.0004290373,0.0005697362,0.0002447881,0.0003039156,0.008352642],"category_scores_gemma":[0.00211979,0.00005813438,0.00037772,0.001052459,0.0002033463,0.0004481334,0.0005834667,0.0004266125,0.0006715261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557636,"about_ca_system_score_gemma":0.0007199164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143441,"about_ca_topic_score_gemma":0.001273157,"domain_scores_codex":[0.9995409,0.0001163882,0.0000552545,0.000085454,0.00008481843,0.0001171039],"domain_scores_gemma":[0.9989094,0.0001545881,0.0004789901,0.00006671771,0.0001793139,0.0002110486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225648,0.00004751795,0.9518399,0.0002481657,0.0001493697,0.0005797092,0.0001958114,0.0001482124,0.00009807132,0.001327262,0.008500331,0.036743],"study_design_scores_gemma":[0.00002739499,0.0001447922,0.9597123,0.0004894146,0.0001023284,0.005761973,0.0004688079,0.0002826265,0.0001294834,0.001181636,0.03168724,0.00001194973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730509,0.03055159,0.002583139,0.004206085,0.000906065,0.0002339267,0.02147622,0.0002050504,0.06678698],"genre_scores_gemma":[0.9827443,0.005224559,0.0004169886,0.001008113,0.000352671,0.00006974044,0.007192416,0.00001199734,0.002979241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008352642,"threshold_uncertainty_score":0.02794236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730786865677726,"score_gpt":0.2848573689270644,"score_spread":0.2675495002702871,"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."}}