{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003398198,0.001012663,0.001720894,0.003371167,0.001158745,0.006685386,0.001657523,0.006516439,0.1856024],"category_scores_gemma":[0.02770106,0.0006324048,0.001843007,0.002946469,0.0009522603,0.007734129,0.00180189,0.007317405,0.06487715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301189,"about_ca_system_score_gemma":0.0047211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005354093,"about_ca_topic_score_gemma":0.01043923,"domain_scores_codex":[0.997647,0.0005277647,0.0004190255,0.000199559,0.001009558,0.0001971413],"domain_scores_gemma":[0.9886851,0.002946258,0.001817122,0.0001947008,0.004263153,0.002093542],"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":[0.0001201105,0.00002772817,0.0002233618,0.003893638,0.00002587931,0.00005861222,0.00002910175,0.00002708988,0.00003561162,0.000761352,0.881757,0.1130404],"study_design_scores_gemma":[0.00006193481,0.00004548358,0.001185873,0.01068271,0.00004244738,0.0001884767,0.0001817812,0.00003041016,0.00002235338,0.0009647891,0.9865701,0.00002357432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0002898074,0.3314059,0.0004136715,0.2627819,0.3720311,0.0001574312,0.003417576,0.0003287218,0.02917396],"genre_scores_gemma":[0.002992318,0.4043815,0.001124725,0.2277854,0.3017049,0.0003487618,0.003861675,0.0002454317,0.05755528],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1856024,"threshold_uncertainty_score":0.6209018,"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."}}