{"id":"W2474190843","doi":"10.1097/shk.0000000000000552","title":"What's New in Shock? March 2016","year":2016,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences","keywords":"Sepsis; Septic shock; Intensive care medicine; Organ dysfunction; Medicine; Consensus conference; Modalities; Clinical trial; Disease; Extracorporeal; Bioinformatics; Immunology; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007286291,0.0001087377,0.0001985018,0.00008820373,0.00001513619,0.00002047155,0.00005792003,0.00006146041,0.001759745],"category_scores_gemma":[0.00004701003,0.0000607836,0.00007031953,0.0001025803,0.00002089294,0.0001480644,0.00003271073,0.00005250669,0.001128152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467893,"about_ca_system_score_gemma":0.0001343134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818027,"about_ca_topic_score_gemma":0.0001551093,"domain_scores_codex":[0.9991826,0.00001744395,0.0001608772,0.000228711,0.000166019,0.0002443393],"domain_scores_gemma":[0.9993888,0.0001099165,0.00002243525,0.0002954924,0.00002208983,0.0001613387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001490079,0.0004474747,0.207608,0.00001960954,0.00009045577,0.0002173554,0.0001969721,3.276841e-7,0.001537017,0.0005212902,0.1396374,0.6495752],"study_design_scores_gemma":[0.00899817,0.0007018757,0.6416742,0.001706659,0.00009694981,0.00005072769,0.0002616458,0.000009583184,0.01230698,0.002785807,0.3311251,0.0002823435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842751,0.008295121,0.000113787,0.09339724,0.0009820367,0.0007337245,0.000006181534,0.00009636944,0.01210047],"genre_scores_gemma":[0.968176,0.00361274,0.0004777162,0.001437907,0.0003777673,0.00002762335,0.0000068193,0.0000251171,0.02585833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6492928,"threshold_uncertainty_score":0.9996496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07668650674073094,"score_gpt":0.3503733955720207,"score_spread":0.2736868888312898,"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."}}