{"id":"W4413548960","doi":"10.1007/s12028-025-02341-x","title":"Clinical Applications of Point-of-Care and Diagnostic Transcranial Doppler in the Pediatric Acute Care Setting: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Context (archaeology); Terminology; Data extraction; Transcranial Doppler; Intensive care medicine; MEDLINE; Point-of-care testing; Medical emergency; Internal medicine; Pathology","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":[0.003210503,0.001362739,0.004064604,0.008427955,0.0004320398,0.003006974,0.001792594,0.002097575,0.004038331],"category_scores_gemma":[0.01004034,0.0006827228,0.002648308,0.007983126,0.0008277927,0.002390951,0.001381417,0.001606331,0.0007475815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293254,"about_ca_system_score_gemma":0.004935352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004386283,"about_ca_topic_score_gemma":0.008195081,"domain_scores_codex":[0.9987717,0.0002525359,0.0004565152,0.0001773688,0.0002866222,0.00005523552],"domain_scores_gemma":[0.9927558,0.005648648,0.0008228974,0.00008270912,0.0005992355,0.00009074096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001218887,0.00006671742,0.0006077625,0.3757547,0.001367602,0.0002534602,0.000203915,0.0003160612,0.000461577,0.001242017,0.01014703,0.6094573],"study_design_scores_gemma":[0.0001083377,0.000179302,0.003734866,0.6022121,0.01017752,0.001973324,0.0004695758,0.0002378689,0.0004242021,0.001814536,0.3785628,0.0001055399],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004846486,0.9996165,0.00004434793,0.00007051366,0.00005832946,0.000009269548,0.00002101439,0.000001750918,0.0001298233],"genre_scores_gemma":[0.000311691,0.9993502,0.0001327895,0.00009443428,0.00004464066,0.000008627469,0.00001819289,7.305811e-7,0.00003861346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008427955,"threshold_uncertainty_score":0.01697892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403707326342681,"score_gpt":0.4096676654737127,"score_spread":0.3756305922102859,"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."}}