{"id":"W3188182500","doi":"10.1016/j.injury.2021.07.035","title":"A multicenter retrospective cohort study of blunt traumatic injury to the common or internal carotid arteries","year":2021,"lang":"en","type":"article","venue":"Injury","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Head injury; Stroke (engine); Logistic regression; Blunt; Neurological deficit; Retrospective cohort study; Emergency medicine; Surgery; 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":[0.001016645,0.0005348178,0.0007280841,0.001108234,0.001436823,0.001066335,0.0006260981,0.0008311927,0.00283387],"category_scores_gemma":[0.002971061,0.0009780872,0.0008518882,0.001575322,0.0005359815,0.001006816,0.000913693,0.0007410237,0.0006116559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812082,"about_ca_system_score_gemma":0.001291819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00924685,"about_ca_topic_score_gemma":0.008335073,"domain_scores_codex":[0.9988164,0.0003002906,0.0001419607,0.0003428325,0.0001494926,0.0002490851],"domain_scores_gemma":[0.9981921,0.0002593215,0.0006026651,0.0003205074,0.0002825715,0.0003427647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002438152,0.0001063152,0.9983146,0.000007356733,0.0001102061,0.0003437858,0.000115006,0.00001578337,0.0001658796,0.00002432237,0.0001107436,0.0004420818],"study_design_scores_gemma":[0.00008305832,0.0004579737,0.9957338,0.00001125702,0.0001337994,0.001878082,0.001042994,0.0001906626,0.00007447735,0.00004077972,0.0003402773,0.00001280108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992127,0.0001021062,0.00008883502,0.00002143298,0.000009711804,0.00002207141,0.0002654968,0.000002382903,0.0002751517],"genre_scores_gemma":[0.9990237,0.0001013678,0.0001069505,0.00004901113,0.00002510968,0.00002983749,0.000444507,0.000002903363,0.0002165983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00924685,"threshold_uncertainty_score":0.01838607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259159958093914,"score_gpt":0.3158904841493774,"score_spread":0.2932988845684382,"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."}}