{"id":"W1979548250","doi":"10.1007/s00134-013-3184-5","title":"Year in review in Intensive Care Medicine 2013: I. Acute kidney injury, ultrasound, hemodynamics, cardiac arrest, transfusion, neurocritical care, and nutrition","year":2013,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neurointensive care; Medicine; Intensive care; Anesthesiology; Acute kidney injury; Pain medicine; Hemodynamics; Intensive care medicine; Anesthesia; Internal medicine","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":[0.001828778,0.002189942,0.004487394,0.0131374,0.001168622,0.006409667,0.002195595,0.003315978,0.03741399],"category_scores_gemma":[0.01175644,0.0009437657,0.001652104,0.01483853,0.001348552,0.005156768,0.002529964,0.003986821,0.01935516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558827,"about_ca_system_score_gemma":0.006736418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320018,"about_ca_topic_score_gemma":0.009970716,"domain_scores_codex":[0.9981751,0.0002203255,0.0005283181,0.0002567515,0.0006235274,0.0001958847],"domain_scores_gemma":[0.9863266,0.003902096,0.002407187,0.0002121728,0.005374134,0.001777834],"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":[0.0002109739,0.00007127187,0.000922253,0.03626565,0.0003515781,0.0002733489,0.00009426712,0.0001343766,0.0005086352,0.0008320293,0.7497941,0.2105416],"study_design_scores_gemma":[0.00006351374,0.00008019156,0.003561404,0.03298287,0.0004708236,0.001474615,0.000146694,0.00005707465,0.0001376656,0.0005393895,0.9604322,0.000053584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001730689,0.9319643,0.0001226542,0.00467774,0.05875442,0.00005944541,0.0002675313,0.00003303985,0.003947769],"genre_scores_gemma":[0.00154694,0.9380794,0.0003813625,0.006406388,0.04458208,0.00007399616,0.0004758064,0.00003705481,0.008416992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03741399,"threshold_uncertainty_score":0.1251622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145042846876302,"score_gpt":0.2931290120177431,"score_spread":0.28167858354898,"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."}}