{"id":"W2075762842","doi":"10.1088/0967-3334/32/9/001","title":"The effect of ventricular assist devices on cerebral blood flow and blood pressure fractality","year":2011,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Cerebral blood flow; Cerebral autoregulation; Transcranial Doppler; Blood pressure; Medicine; Blood flow; Fractal; Cardiology; Hemodynamics; Cerebral perfusion pressure; Anesthesia; Internal medicine; Mathematics; Autoregulation; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001274592,0.0001619432,0.0004043539,0.00001456552,0.0001251741,0.0000108762,0.00009522592,0.00009238402,0.00008505856],"category_scores_gemma":[0.0004996897,0.00007842107,0.000137244,0.00005805219,0.0001326141,0.00002547868,0.00004709966,0.0002070178,0.000007104018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009455872,"about_ca_system_score_gemma":0.00002955044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003965976,"about_ca_topic_score_gemma":0.000003384199,"domain_scores_codex":[0.9984881,0.0003864349,0.0002786696,0.0002937119,0.0003280122,0.0002251267],"domain_scores_gemma":[0.9991721,0.0002161162,0.00009349431,0.0003223365,0.00008304154,0.0001129253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003881237,0.007822073,0.5970907,0.001900761,0.007293099,0.0001134774,0.0004847673,0.00007057092,0.3225864,0.001917409,0.0002438395,0.05659561],"study_design_scores_gemma":[0.00205136,0.003452264,0.8975035,0.00009618277,0.001175062,0.000006578636,0.000009854919,0.0002355548,0.09405839,0.0001772637,0.001132255,0.0001017162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971336,0.001279186,0.000009025146,0.0002632469,0.00006931904,0.0006475729,0.000006971202,0.00003024955,0.0005608531],"genre_scores_gemma":[0.9996784,0.000004941133,0.00006739271,0.0000967237,0.00008321848,0.00005268741,0.000002255579,0.000005495946,0.000008837972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3004128,"threshold_uncertainty_score":0.3197919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04514016779461211,"score_gpt":0.2468513423460424,"score_spread":0.2017111745514303,"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."}}