{"id":"W2769391655","doi":"10.5603/ait.a2017.0060","title":"A whiter shade of pale: the ongoing challenge of haemorrhagic shock","year":2014,"lang":"en","type":"editorial","venue":"Anaesthesiology Intensive Therapy","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care; Shock (circulatory); Coronavirus disease 2019 (COVID-19); Haemorrhagic shock; Intensive care medicine; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008172996,0.0005932766,0.00187316,0.0003768251,0.00008301957,0.000008882314,0.0005904392,0.001384069,0.0000949398],"category_scores_gemma":[0.002793045,0.0003869357,0.000490355,0.0002663548,0.000891594,0.00005111263,0.00007651714,0.001307629,0.00003933389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009007547,"about_ca_system_score_gemma":0.000423477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302697,"about_ca_topic_score_gemma":0.00007664336,"domain_scores_codex":[0.9964526,0.0005718485,0.001072594,0.0006916926,0.0006934695,0.0005178539],"domain_scores_gemma":[0.9915811,0.002087851,0.001111379,0.00128667,0.003821631,0.0001113242],"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":[0.003786945,0.0002728469,0.001485342,0.0004765512,0.0009165183,0.0001133286,0.005389486,0.000006329096,0.002900907,0.0002231668,0.860109,0.1243196],"study_design_scores_gemma":[0.009915714,0.02910061,0.02517867,0.002731395,0.001017619,0.00008222421,0.004194586,0.0001299369,0.005081029,0.003380734,0.9178571,0.001330411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5138965,0.01370768,0.0001223223,0.01495415,0.4519535,0.003069133,0.000198246,0.0001810901,0.001917455],"genre_scores_gemma":[0.6662622,0.02820884,0.0004942403,0.005332724,0.2977721,0.0002008864,0.0007957376,0.000324604,0.0006086426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1541813,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258263171671647,"score_gpt":0.299954327841174,"score_spread":0.2741280106740093,"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."}}