{"id":"W2163870258","doi":"10.1007/s00134-010-2112-1","title":"Year in review in Intensive Care Medicine 2010: I. Acute renal failure, outcome, risk assessment and ICU performance, sepsis, neuro intensive care and experimentals","year":2011,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care; Anesthesiology; Sepsis; Pain medicine; Intensive care medicine; Acute kidney injury; Emergency medicine; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001564469,0.001709682,0.003693574,0.006154041,0.0005865146,0.003678219,0.001392645,0.002305339,0.0213308],"category_scores_gemma":[0.008956525,0.0005635625,0.001168134,0.009079853,0.0008864133,0.003412795,0.001388517,0.003123331,0.009135318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171113,"about_ca_system_score_gemma":0.004136264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004176806,"about_ca_topic_score_gemma":0.008635311,"domain_scores_codex":[0.9987173,0.0002648057,0.0003513282,0.0001644908,0.0004122776,0.00008973752],"domain_scores_gemma":[0.9923793,0.003517315,0.001141804,0.0001085178,0.002249026,0.0006040633],"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":[0.0002257785,0.00007396073,0.001169657,0.04216177,0.0004469992,0.0002512981,0.0001351591,0.0001242274,0.0003501535,0.001168204,0.6850853,0.2688075],"study_design_scores_gemma":[0.00006338759,0.00008901431,0.005619657,0.02840039,0.0005231364,0.001066253,0.0001303967,0.00004870172,0.00006902734,0.0005081965,0.9634423,0.00003956731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001021432,0.9731268,0.00005765397,0.00320269,0.0214561,0.00002618261,0.0001396916,0.000009386529,0.001879366],"genre_scores_gemma":[0.0009835184,0.971469,0.0001967383,0.00418448,0.01907947,0.00004935298,0.0002552213,0.00001213468,0.00377001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0213308,"threshold_uncertainty_score":0.07135862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103699774145771,"score_gpt":0.345449124914213,"score_spread":0.3144121271727552,"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."}}