{"id":"W1544849443","doi":"10.1159/000329401","title":"Renal Replacement Therapy: When to Start","year":2011,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Alberta Hospital","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions","keywords":"Renal replacement therapy; Medicine; Intensive care medicine; Critically ill; Acute kidney injury; Ideal (ethics); Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828266,0.0005661804,0.002166007,0.001185308,0.0003548684,0.002144752,0.00104731,0.002195374,0.005271968],"category_scores_gemma":[0.004003484,0.0003300287,0.0008141393,0.001204592,0.000743845,0.00296204,0.0006247421,0.003858163,0.003694587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001964,"about_ca_system_score_gemma":0.00263144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554981,"about_ca_topic_score_gemma":0.003679196,"domain_scores_codex":[0.9990582,0.0003155662,0.000193751,0.0001117584,0.0002705536,0.00005015307],"domain_scores_gemma":[0.9983451,0.0009376012,0.000271823,0.00003873383,0.0002885825,0.0001180629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003333866,0.0001638497,0.0009238413,0.01825993,0.000212754,0.0004092495,0.0001596697,0.0003521462,0.0009204816,0.00838825,0.07018364,0.8996929],"study_design_scores_gemma":[0.0003017558,0.0002126959,0.003713088,0.03620077,0.0003852881,0.002631698,0.0005008476,0.0002611327,0.0009426536,0.01640457,0.9383696,0.0000758801],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003607283,0.9865533,0.0005517578,0.008171136,0.001057239,0.00002699958,0.0000642497,0.00001866208,0.003196017],"genre_scores_gemma":[0.004800104,0.9859201,0.001768131,0.004512725,0.001532157,0.00004687451,0.00009164421,0.000007368269,0.001320767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005271968,"threshold_uncertainty_score":0.01763648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09129401212191184,"score_gpt":0.4157186974945216,"score_spread":0.3244246853726097,"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."}}