{"id":"W3212039513","doi":"10.1097/shk.0000000000001879","title":"What's New in Shock, December 2021?","year":2021,"lang":"en","type":"article","venue":"Shock","topic":"Vitamin C and Antioxidants Research","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vasoactive; Septic shock; Sepsis; Shock (circulatory); Drug; Organ dysfunction; Resuscitation","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001340721,0.0001119229,0.0001703827,0.0000854354,0.00005805554,0.0002278482,0.0001495201,0.00009455446,0.002932381],"category_scores_gemma":[0.0001420191,0.0001109003,0.00007146923,0.0004809905,0.00002808336,0.0004141357,0.00009443313,0.0002672649,0.0008738732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007388347,"about_ca_system_score_gemma":0.0001322919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001461501,"about_ca_topic_score_gemma":0.001593729,"domain_scores_codex":[0.9986967,0.00008962251,0.0001861092,0.000312388,0.0002933032,0.0004218337],"domain_scores_gemma":[0.9993976,0.00008365919,0.00001974983,0.0003026202,0.0000575777,0.0001387481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001282898,0.0002413044,0.01656174,0.00008607075,0.00003057475,0.0006686432,0.001355074,0.00005921956,0.03809167,0.0004471497,0.1395728,0.8027574],"study_design_scores_gemma":[0.003536632,0.0002034881,0.06361567,0.001167293,0.00003511388,0.0001426719,0.006438108,0.001708784,0.1652087,0.008638512,0.7483901,0.0009149143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933171,0.008671125,0.0002717889,0.02096773,0.003303324,0.0002405138,0.000004621813,0.00006506162,0.0333048],"genre_scores_gemma":[0.9281895,0.0008137626,0.00113144,0.001047302,0.0007926496,0.000004329367,0.0000229509,0.00004562939,0.0679524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8018426,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681395178487369,"score_gpt":0.3248991400226027,"score_spread":0.2980851882377291,"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."}}