{"id":"W2952713108","doi":"10.1007/s00381-019-04235-8","title":"Ultrasound non-invasive intracranial pressure assessment in paediatric neurocritical care: a pilot study","year":2019,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"NIHR Sheffield Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Medicine; Neurointensive care; Intracranial pressure; Gold standard (test); Ultrasound; Population; Intraventricular hemorrhage; Anesthesia; Internal medicine; Radiology","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":[0.002454312,0.001170988,0.001071402,0.0006811828,0.0009796877,0.0007384479,0.0006514569,0.000833291,0.001772096],"category_scores_gemma":[0.006534657,0.0004581273,0.000764244,0.0006649237,0.001832578,0.001010537,0.0008234215,0.001190615,0.0004021142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000886714,"about_ca_system_score_gemma":0.001841108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005230288,"about_ca_topic_score_gemma":0.004002661,"domain_scores_codex":[0.9979562,0.001162327,0.000130517,0.00023362,0.0002311963,0.000286208],"domain_scores_gemma":[0.9954672,0.002163557,0.0004311367,0.0004245554,0.00058321,0.0009303325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03502962,0.1379807,0.6987531,0.0008119397,0.000478265,0.02314621,0.01955172,0.001059598,0.0276962,0.0004665335,0.0009478985,0.05407824],"study_design_scores_gemma":[0.005190125,0.3073377,0.6669317,0.00007818032,0.0003169688,0.005941605,0.008349619,0.001208017,0.00287967,0.0001782281,0.001479261,0.0001088485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991238,0.00006192503,0.0001299412,0.0000182602,0.000008390759,0.0003120846,0.00004596277,0.000003432743,0.0002963347],"genre_scores_gemma":[0.9982287,0.0002061745,0.0007108207,0.00006139289,0.00003542504,0.0004486606,0.0001485151,0.000004403505,0.0001558996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005230288,"threshold_uncertainty_score":0.01297981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009480036550164666,"score_gpt":0.2486664544165469,"score_spread":0.2391864178663822,"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."}}