{"id":"W2556565567","doi":"10.3171/2016.8.jns161942","title":"Letter to the Editor: Screening protocol for blunt cerebrovascular injury","year":2016,"lang":"en","type":"letter","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Blunt; Protocol (science); Medical emergency; Surgery; Pathology; Alternative 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":[0.003579998,0.0004935671,0.001002161,0.0007095744,0.002234793,0.002250442,0.001524137,0.02345959,0.006719704],"category_scores_gemma":[0.04520584,0.0006424754,0.0007112327,0.0005302997,0.0009969444,0.001502462,0.0009360081,0.01235489,0.00439388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003340101,"about_ca_system_score_gemma":0.005120561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00303832,"about_ca_topic_score_gemma":0.004056932,"domain_scores_codex":[0.9959475,0.001559859,0.001038075,0.0003111417,0.0006946878,0.0004488091],"domain_scores_gemma":[0.98633,0.006793847,0.001580943,0.0003888537,0.003199235,0.001707126],"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":[0.0001266757,0.000102142,0.003506797,0.00008694576,0.00002205691,0.008700796,0.0002761955,0.000161949,0.0002341639,0.00110171,0.9767013,0.008979241],"study_design_scores_gemma":[0.0006136411,0.000365128,0.01364576,0.001785253,0.0001549382,0.01934568,0.001852661,0.0027016,0.001520226,0.007757593,0.9500513,0.0002063597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002815237,0.0004537521,0.0002767102,0.9642339,0.02808449,0.00009475354,0.0001486198,0.00005806647,0.00383451],"genre_scores_gemma":[0.02678059,0.001062494,0.00113892,0.9044556,0.05648934,0.0002948247,0.0001334869,0.00006294582,0.009581667],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02345959,"threshold_uncertainty_score":0.02423418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469009132371085,"score_gpt":0.3027221976871496,"score_spread":0.2680321063634388,"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."}}