{"id":"W4232808663","doi":"10.1111/j.1542-4758.2009.00420.x","title":"Preface","year":2009,"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; Population; Mortality rate; Hematocrit; Intensive care medicine; Renal replacement therapy; Surgery; Internal medicine; Environmental health","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":[0.001482175,0.0008841766,0.0006460416,0.001626212,0.003009475,0.004536724,0.001443665,0.00212665,0.4263548],"category_scores_gemma":[0.009056672,0.0003113612,0.0005898566,0.00139722,0.0008754935,0.003955561,0.00252517,0.003891213,0.3097064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490893,"about_ca_system_score_gemma":0.002810499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00483129,"about_ca_topic_score_gemma":0.006196304,"domain_scores_codex":[0.9987414,0.0001789483,0.00008531541,0.0002431247,0.000590893,0.000160291],"domain_scores_gemma":[0.9964443,0.0003977445,0.0001097143,0.0002384398,0.002124558,0.0006851827],"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":[0.00001536646,0.000008670723,0.0001122326,0.00005271515,0.000001332364,0.00004559297,0.00009515115,0.00001652332,0.00005262609,0.00492499,0.9673839,0.02729098],"study_design_scores_gemma":[0.000001706111,0.000004664661,0.0001247387,0.00005164744,5.604774e-7,0.0000416026,0.00006044518,0.000007603823,0.0000216367,0.0006439495,0.9990393,0.000002103073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001237053,0.01258287,0.002845172,0.06625594,0.2371528,0.0002471395,0.006821524,0.001178296,0.6716792],"genre_scores_gemma":[0.005120597,0.004231674,0.001055642,0.01337313,0.01728109,0.0001056056,0.003718958,0.0004989477,0.9546145],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4263548,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385144990636972,"score_gpt":0.282030137997582,"score_spread":0.2681786880912123,"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."}}