{"id":"W4386881053","doi":"10.26676/jevtm.205","title":"Endovascular and Hybrid Open and Endovascular Management of Blunt and Penetrating Zone III Carotid Artery Injuries","year":2022,"lang":"en","type":"article","venue":"Journal of Endovascular Resuscitation and Trauma Management","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; Ottawa Hospital; Western University; University of Ottawa","funders":"","keywords":"Medicine; Blunt; Pseudoaneurysm; Surgery; Carotid stenting; Internal carotid artery; Radiology; Angioplasty; Stent; Dissection (medical); Aneurysm; Stenosis; Carotid endarterectomy","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":[0.001608983,0.0002521374,0.0006103698,0.0004085131,0.0004196925,0.0001624076,0.0002115231,0.00003032355,0.00004721594],"category_scores_gemma":[0.00002018049,0.0002340232,0.0002355691,0.0002542565,0.0001508054,0.0002553197,0.0006142822,0.0002654103,4.461004e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005284424,"about_ca_system_score_gemma":0.00002331405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005210783,"about_ca_topic_score_gemma":0.000007807905,"domain_scores_codex":[0.9975548,0.0001828779,0.0007826835,0.0004489965,0.0007818062,0.000248843],"domain_scores_gemma":[0.9987814,0.00005103291,0.0004014415,0.000403611,0.0001571058,0.0002054204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003580513,0.004248586,0.03876042,0.01850577,0.06078779,0.004184558,0.01258403,0.001972692,0.007366133,0.2011476,0.002991057,0.6438708],"study_design_scores_gemma":[0.0450703,0.00293238,0.8456383,0.001509212,0.0086383,0.01111277,0.03590146,0.001227813,0.002071495,0.005796474,0.03894417,0.001157368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737911,0.01554376,0.005492901,0.001211552,0.0001137014,0.001773236,0.00001061347,0.00001883843,0.002044303],"genre_scores_gemma":[0.9795864,0.00688322,0.012961,0.0002089577,0.00003929534,0.0001159621,0.00001873438,0.00003031315,0.0001561451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8068779,"threshold_uncertainty_score":0.954319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832452627954623,"score_gpt":0.2681148171305627,"score_spread":0.2497902908510164,"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."}}