{"id":"W2770320265","doi":"10.1136/bmjopen-2017-017559","title":"Early vasopressor use following traumatic injury: a systematic review","year":2017,"lang":"en","type":"review","venue":"BMJ Open","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of Toronto; Dalhousie University; Health Sciences Centre; University of British Columbia; Centre Hospitalier Universitaire de Sherbrooke; Centre hospitalier de l'Université Laval; Queen's University; McMaster University; St. Michael's Hospital; Sunnybrook Health Science Centre; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Intensive care medicine; Emergency medicine; Medical emergency; Anesthesia","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":[0.008655029,0.00135628,0.007924742,0.008113297,0.0005819119,0.002264684,0.001994758,0.002090811,0.003759969],"category_scores_gemma":[0.04362862,0.0009441857,0.007031947,0.0086564,0.0009117433,0.002351753,0.001234413,0.00129077,0.0002664728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00351114,"about_ca_system_score_gemma":0.01121114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007498438,"about_ca_topic_score_gemma":0.01937538,"domain_scores_codex":[0.9908944,0.002901031,0.003712622,0.0006153513,0.00162314,0.000253459],"domain_scores_gemma":[0.9666868,0.0237061,0.00648237,0.0003930417,0.002396956,0.0003346283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001637738,0.00001240972,0.0005690971,0.9744098,0.005484835,0.00006107261,0.0001090895,0.00005047511,0.00007102,0.00007785848,0.0008068796,0.01818359],"study_design_scores_gemma":[0.0003289636,0.0002201325,0.003808204,0.9292899,0.05791229,0.0002970958,0.0002020555,0.00007108652,0.0001419855,0.0001654811,0.007528856,0.00003393595],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001240476,0.9974123,0.0001187319,0.0002322248,0.0000997045,0.0003897122,0.0003179924,0.000007929717,0.0001808578],"genre_scores_gemma":[0.01855549,0.9791221,0.0006346366,0.0005371025,0.00008292156,0.0007489825,0.0002197292,0.000004772945,0.00009419429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008655029,"threshold_uncertainty_score":0.04577273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3879800243583181,"score_gpt":0.5269922691442248,"score_spread":0.1390122447859067,"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."}}