{"id":"W2417919540","doi":"10.1097/shk.0000000000000374","title":"What’s New in Shock? JUNE 2015","year":2015,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Septic shock; Sepsis; Intensive care medicine; Medicine; Shock (circulatory); Critically ill; Narrative review; Immune system; Clinical trial; Neuroscience; Immunology; Psychology; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001092801,0.0001157421,0.0002363589,0.00008418466,0.00001083811,0.00002975959,0.00005328478,0.00006704994,0.0002971317],"category_scores_gemma":[0.00006934508,0.00009046283,0.00005696817,0.0001621402,0.00001470396,0.0001340182,0.00003027272,0.00009156962,0.0007439367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762056,"about_ca_system_score_gemma":0.0002141048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000411148,"about_ca_topic_score_gemma":0.000574626,"domain_scores_codex":[0.999173,0.00001715189,0.0001699795,0.0002026427,0.0002251512,0.0002120085],"domain_scores_gemma":[0.9992962,0.00003004484,0.00002658137,0.0002793185,0.00004391397,0.0003239813],"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":[0.000122429,0.0005769564,0.1152368,0.00001406792,0.00007323718,0.0002807375,0.001103005,0.00001773562,0.00004301385,0.0003005159,0.8513057,0.0309259],"study_design_scores_gemma":[0.0118765,0.0009110982,0.118836,0.0004818827,0.0001858219,0.0001014006,0.002312052,0.0002027863,0.003666126,0.003223203,0.8578513,0.0003518593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8465256,0.02886597,0.00004560264,0.09126772,0.004722861,0.001031171,0.000004288735,0.0001742785,0.02736252],"genre_scores_gemma":[0.9567658,0.000971217,0.001194947,0.003291446,0.0006223252,0.0000270777,0.00004559052,0.00003623228,0.03704536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102402,"threshold_uncertainty_score":0.9562049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396404415322408,"score_gpt":0.3776561118800723,"score_spread":0.2380156703478316,"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."}}