{"id":"W2954157426","doi":"10.1007/s12028-019-00748-x","title":"Observations on the Cerebral Effects of Refractory Intracranial Hypertension After Severe Traumatic Brain Injury","year":2019,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; University of Manitoba","funders":"Woolf Fisher Trust; National Institute for Health and Care Research","keywords":"Medicine; Intracranial pressure; Traumatic brain injury; Blood pressure; Pulse pressure; Autoregulation; Refractory (planetary science); Anesthesia; Internal medicine; Neurology; Cardiology","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":[0.0005900046,0.0001882799,0.0004462662,0.0009535135,0.0003560131,0.0004383292,0.0002364422,0.0002227487,0.0004854549],"category_scores_gemma":[0.002816012,0.0001683761,0.0003327832,0.0007425001,0.0004931312,0.0002210863,0.0003257888,0.0002655501,0.0001726581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296102,"about_ca_system_score_gemma":0.0002227867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103679,"about_ca_topic_score_gemma":0.001194673,"domain_scores_codex":[0.9996243,0.00009521175,0.00005398196,0.00004847346,0.0001264796,0.00005161518],"domain_scores_gemma":[0.9981785,0.0005392376,0.0008204607,0.0001394163,0.0001809484,0.0001414299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001343603,0.00007802592,0.9370581,0.0002022353,0.0002133791,0.02428217,0.001089117,0.0001446081,0.01257901,0.00006604442,0.0002401063,0.02270369],"study_design_scores_gemma":[0.00001449351,0.000725908,0.9660239,0.00001360522,0.00006732392,0.03014631,0.0003167126,0.00008417143,0.001997349,0.00003793003,0.000559612,0.00001268814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985902,0.0008106967,0.0001075248,0.00001223747,0.00000359338,0.000008449562,0.00004388956,0.000004792564,0.000418663],"genre_scores_gemma":[0.9993122,0.0004403553,0.00005745838,0.00001698292,0.00002115972,0.000005217412,0.00009594511,0.000001379582,0.00004926619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00103679,"threshold_uncertainty_score":0.003120303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261993371071418,"score_gpt":0.2570627707924554,"score_spread":0.2344428370817412,"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."}}