{"id":"W4402054545","doi":"10.1097/shk.0000000000002469","title":"SHOCK SYNOPSIS SEPTEMBER 2024","year":2024,"lang":"en","type":"article","venue":"Shock","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre; Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Shock (circulatory); Aeronautics; History; Nuclear engineering; Medicine; Engineering; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008157997,0.001540293,0.000980821,0.001680622,0.001585822,0.003030345,0.001156818,0.006096452,0.1722767],"category_scores_gemma":[0.003887337,0.0005128244,0.001023028,0.0008445245,0.0005049107,0.0009537957,0.001536381,0.005006116,0.06318013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111277,"about_ca_system_score_gemma":0.001307532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743722,"about_ca_topic_score_gemma":0.01274812,"domain_scores_codex":[0.999416,0.00007079651,0.00004841033,0.00005513259,0.0002918458,0.000117874],"domain_scores_gemma":[0.9977217,0.0004569464,0.0001939446,0.00009315072,0.0009242384,0.0006098443],"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":[0.000116715,0.00001507162,0.00008020867,0.0001837473,0.000006187111,0.0002579521,0.000006096285,0.00003163014,0.0001040323,0.0002172448,0.9878226,0.01115856],"study_design_scores_gemma":[0.00003415377,0.00003774933,0.000697832,0.0002784856,0.000007156663,0.0001069899,0.00002430124,0.0000226696,0.00005440706,0.0001716124,0.998558,0.000006780266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009977362,0.0196178,0.0006141592,0.06898528,0.6959373,0.0005285046,0.002232646,0.0004799695,0.2106066],"genre_scores_gemma":[0.004253814,0.01482114,0.0002012024,0.0491581,0.2026489,0.0002247406,0.001633052,0.0001166551,0.7269424],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1722767,"threshold_uncertainty_score":0.576323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05114243622331607,"score_gpt":0.4268545604754031,"score_spread":0.375712124252087,"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."}}