{"id":"W4307552392","doi":"10.3390/brainsci12111443","title":"History of Brain Injury Alters Cerebral Haemodynamic Oscillations with Cardiac Influence","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Regina","funders":"Canadian Academy of Sport and Exercise Medicine","keywords":"Hemodynamics; Concussion; Cardiology; Cerebral autoregulation; Medicine; Anesthesia; Internal medicine; Traumatic brain injury; Blood pressure; Autoregulation; Poison control","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":[0.0001031315,0.0001757236,0.0001434186,0.0002259015,0.0001410227,0.0002124828,0.0001124994,0.000198045,0.001459168],"category_scores_gemma":[0.0006852562,0.00009822343,0.00007445797,0.0001221832,0.0002191353,0.00009713449,0.0002042454,0.0001560456,0.0001355792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265748,"about_ca_system_score_gemma":0.0001122045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009541225,"about_ca_topic_score_gemma":0.001416718,"domain_scores_codex":[0.9999282,0.00001232495,0.000004489318,0.00002013862,0.0000160166,0.00001874138],"domain_scores_gemma":[0.9997743,0.0000416103,0.00009006169,0.00001336462,0.00003301366,0.00004761181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006050304,0.0007140005,0.4513495,0.0002587141,0.0002234005,0.001134472,0.001199511,0.0002974868,0.4850553,0.0001355504,0.0004804695,0.05310123],"study_design_scores_gemma":[0.000007392727,0.0004543445,0.9949375,0.000007098107,0.00001715165,0.0002588882,0.00009113321,0.0001719796,0.00391483,0.00002915847,0.0001074804,0.000003008126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993802,0.0001067769,0.0001818179,0.00001322754,0.000003985213,0.000007877129,0.00002850418,0.000003239239,0.0002744151],"genre_scores_gemma":[0.9995238,0.00007625245,0.0001505919,0.00001519626,0.00001031962,0.000009599622,0.00005739048,0.000001497165,0.000155228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001459168,"threshold_uncertainty_score":0.004881442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05443050959690385,"score_gpt":0.3323686392963445,"score_spread":0.2779381296994406,"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."}}