{"id":"W3165578931","doi":"10.1097/bot.0000000000002191","title":"Resuscitative Endovascular Balloon Occlusion of the Aorta in Hemodynamically Unstable Patients With Pelvic Ring Injuries","year":2021,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aorta; Balloon; Occlusion; Ring (chemistry); Hemodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005079376,0.0001654834,0.0005437573,0.0001706674,0.00007664097,0.00001597187,0.0001607774,0.00008060229,0.00006527952],"category_scores_gemma":[0.0004229436,0.00009797335,0.000290455,0.000558397,0.0001969487,0.0002141566,0.00008835851,0.0005105208,9.687483e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009013236,"about_ca_system_score_gemma":0.0004379248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001926624,"about_ca_topic_score_gemma":0.0001143198,"domain_scores_codex":[0.9977722,0.0001459237,0.0007263995,0.0001697914,0.000947381,0.0002383406],"domain_scores_gemma":[0.998367,0.00009635418,0.0004912196,0.0002822295,0.0006503697,0.0001128717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001336988,0.0006724532,0.9861513,0.0002005727,0.0002862823,0.000438272,0.001409315,0.0001084031,0.003592697,0.0002551047,0.0001121518,0.005436494],"study_design_scores_gemma":[0.006613232,0.0005368362,0.9825915,0.001318787,0.0002350111,0.0001475905,0.0009161002,0.00005265212,0.006703041,0.0001779714,0.000590614,0.0001166807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964924,0.001212816,0.0001911251,0.0006581141,0.0001955713,0.0001754854,0.000009901399,0.00000599732,0.001058554],"genre_scores_gemma":[0.9974692,0.0001067609,0.002034951,0.0001571607,0.00006885882,0.000001229073,0.000007030982,0.00001953459,0.0001352091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005319814,"threshold_uncertainty_score":0.3995237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006092339398695076,"score_gpt":0.2293401459168225,"score_spread":0.2232478065181274,"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."}}