{"id":"W2954740101","doi":"10.1007/s00701-019-03980-8","title":"Cerebrovascular reactivity is not associated with therapeutic intensity in adult traumatic brain injury: a CENTER-TBI analysis","year":2019,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Kauno Technologijos Universitetas; Medizinische Universität Innsbruck; Universität Innsbruck; Turun Yliopisto; Cambridge University Hospitals; NIHR Cambridge Biomedical Research Centre; European Commission; Sheffield Teaching Hospitals NHS Foundation Trust; Region Hovedstaden; Dipartimento di Medicina e Chirurgia, Università degli Studi di Milano-Bicocca; Health Sciences Centre Foundation; University of Cambridge; Department of Health and Social Care; ZNS - Hannelore Kohl Stiftung; National Institute for Health and Care Research; Fundació Institut de Recerca Hospital Universitari Vall d’Hebron; Rigshospitalet; Integra LifeSciences; Helsingin ja Uudenmaan Sairaanhoitopiiri","keywords":"Medicine; Traumatic brain injury; Intracranial pressure; Anesthesia; Hyperventilation; Sedation; Trauma center; Intensive care unit; Internal medicine; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001245308,0.0003686603,0.0006258231,0.001194192,0.0003238564,0.0006231386,0.0006142154,0.0003239123,0.002154232],"category_scores_gemma":[0.002553911,0.0001965603,0.001208681,0.001460866,0.0002784751,0.0002921896,0.0008577854,0.0004737292,0.0002032963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466131,"about_ca_system_score_gemma":0.0006655285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006295358,"about_ca_topic_score_gemma":0.00446995,"domain_scores_codex":[0.9990218,0.000179402,0.0001393873,0.0002806371,0.0002178273,0.0001610285],"domain_scores_gemma":[0.9976625,0.000401977,0.001055064,0.0003221695,0.0002402722,0.0003180027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005661248,0.0000262884,0.9972745,0.00001302773,0.0003486076,0.00005121362,0.00002847861,0.0001689501,0.0001736928,0.00001625984,0.0001371756,0.001195698],"study_design_scores_gemma":[0.00001234307,0.000167492,0.9987586,0.000002495778,0.0001468536,0.0001255449,0.00006254745,0.0005181179,0.00007204841,0.00001560781,0.000113647,0.000004814883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988179,0.00009686819,0.0001921735,0.00001087551,0.000002822685,0.00001055907,0.0006287958,0.000008644965,0.0002313459],"genre_scores_gemma":[0.9990864,0.00001884105,0.00006198718,0.000004830802,0.000004651837,0.000009247746,0.0007672411,0.000003477694,0.0000433166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006295358,"threshold_uncertainty_score":0.01251739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066891741745528,"score_gpt":0.2611127205931479,"score_spread":0.2404438031756926,"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."}}