{"id":"W4387004545","doi":"10.1016/j.resp.2023.104166","title":"Integrative assessment of cerebral blood regulation in COPD patients","year":2023,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"COPD; Medicine; Cerebral autoregulation; Cardiology; Cerebral blood flow; Internal medicine; Middle cerebral artery; Anesthesia; Pulmonary function testing; Montreal Cognitive Assessment; Neurovascular bundle; Arterial blood; Blood pressure; Autoregulation; Cognitive impairment; Surgery; Ischemia; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002517435,0.0004059116,0.0005762342,0.0004959433,0.0003136269,0.0006378243,0.0002155952,0.0004779832,0.0009872876],"category_scores_gemma":[0.0007491987,0.0000889407,0.0001789476,0.0003385728,0.0002045418,0.0002307627,0.0003708439,0.0004150322,0.0001201085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962547,"about_ca_system_score_gemma":0.0002492121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150642,"about_ca_topic_score_gemma":0.002720474,"domain_scores_codex":[0.999858,0.00003837856,0.00001428099,0.00003654042,0.00002795411,0.00002473932],"domain_scores_gemma":[0.9998558,0.0000414249,0.00002847244,0.000009629415,0.00002522169,0.00003937344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003830287,0.0005782064,0.8925591,0.0002446597,0.0004380936,0.001477657,0.0008627278,0.001129906,0.02997553,0.0003717843,0.0007058521,0.06782627],"study_design_scores_gemma":[0.00002635805,0.0005177211,0.9950376,0.00002094266,0.0001108634,0.0004774271,0.0003058035,0.001606859,0.001340316,0.0001688335,0.0003773895,0.000009831799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952177,0.001238065,0.0006921034,0.0001088034,0.00001666233,0.00004152266,0.0001469096,0.00001461138,0.002523658],"genre_scores_gemma":[0.9990797,0.0002769457,0.0002718703,0.00003239134,0.00002078282,0.00002619456,0.00008100102,0.00000251924,0.0002086284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002150642,"threshold_uncertainty_score":0.004276276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322679408827163,"score_gpt":0.302474043975033,"score_spread":0.2792472498867614,"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."}}