{"id":"W2166298387","doi":"10.1111/hdi.12351","title":"Early start renal replacement therapy for acute kidney injury—Universal panacea or another case of over medicalization?","year":2015,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Panacea (medicine); Medicalization; Renal replacement therapy; Acute kidney injury; Intensive care medicine; Hemodialysis; Kidney disease; Internal medicine; Alternative medicine; Pathology","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":[0.003561137,0.0004138346,0.002081034,0.001460402,0.0003099588,0.001375745,0.00116384,0.001713375,0.001682154],"category_scores_gemma":[0.006449672,0.0002214107,0.000991649,0.001739562,0.001204798,0.002382086,0.00063864,0.002803507,0.0004245818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006527074,"about_ca_system_score_gemma":0.00206315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009702811,"about_ca_topic_score_gemma":0.002417539,"domain_scores_codex":[0.9984446,0.0006095031,0.0003782011,0.000142394,0.0003579477,0.0000673995],"domain_scores_gemma":[0.9963323,0.002461617,0.0005873253,0.0001073655,0.0003912198,0.0001201485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002194147,0.0000693688,0.0007971788,0.06273077,0.0005028376,0.0002384199,0.0002609421,0.0001272373,0.000302185,0.009290108,0.04715657,0.878305],"study_design_scores_gemma":[0.0002593274,0.0002802522,0.004597144,0.1043886,0.00109858,0.003859855,0.0006165382,0.0001676942,0.0002899373,0.01041491,0.873967,0.00006006714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009578268,0.9970679,0.00005181695,0.002262372,0.0003071624,0.000002902234,0.000005614181,0.000002392699,0.0002042065],"genre_scores_gemma":[0.001928247,0.9952735,0.0002005484,0.001904794,0.0005677934,0.000008373024,0.00001153841,0.000001586169,0.0001035789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003561137,"threshold_uncertainty_score":0.01883334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07744775158907762,"score_gpt":0.4302420433861749,"score_spread":0.3527942917970973,"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."}}