{"id":"W3156883739","doi":"10.1002/jum.15732","title":"Optic Nerve Sheath Diameter Ultrasound for Raised Intracranial Pressure","year":2021,"lang":"en","type":"review","venue":"Journal of Ultrasound in Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Confidence interval; Meta-analysis; Receiver operating characteristic; Diagnostic odds ratio; Intracranial pressure; Ultrasound; Odds ratio; Subgroup analysis; Prospective cohort study; Area under the curve; Nuclear medicine; Surgery; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002589941,0.0007527164,0.006091562,0.0006224159,0.00007602849,0.00005528681,0.0005091704,0.0005641111,0.0008720018],"category_scores_gemma":[0.0110471,0.0004804065,0.001772315,0.0007176177,0.0003646127,0.0002059108,0.00002456889,0.001761682,0.000005783935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596342,"about_ca_system_score_gemma":0.0007864553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007219547,"about_ca_topic_score_gemma":0.000002167247,"domain_scores_codex":[0.9943643,0.0005089703,0.002965906,0.0005655359,0.001032697,0.000562655],"domain_scores_gemma":[0.9879988,0.008909638,0.001566068,0.0006806403,0.0004585967,0.0003862461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001299777,0.002622546,0.000355712,0.1432703,0.01194145,0.006560232,0.002593373,0.00001729851,0.0005626904,0.0006409529,0.09384204,0.7362937],"study_design_scores_gemma":[0.004737607,0.001880696,0.0001983736,0.06267195,0.009244344,0.02637843,0.0002241959,0.000002518057,0.00001038296,0.0001324553,0.8941284,0.0003906921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007720602,0.9937326,0.0006966235,0.0003565584,0.002255172,0.001557988,0.00005950836,0.00001866344,0.000550836],"genre_scores_gemma":[0.000439478,0.9896924,0.004671997,0.0002789361,0.003987688,0.00005851116,0.0001614262,0.0001218782,0.0005876237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8002863,"threshold_uncertainty_score":0.9997647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05295860507276645,"score_gpt":0.3559660205120134,"score_spread":0.3030074154392469,"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."}}