{"id":"W2974685634","doi":"10.1002/hep.30920","title":"Near‐Infrared Spectroscopy Reveals Brain Hypoxia and Cerebrovascular Dysregulation in Primary Biliary Cholangitis","year":2019,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research; Allergan; Natural Sciences and Engineering Research Council of Canada; Branch Out Neurological Foundation; Gilead Sciences; California HIV/AIDS Research Program","keywords":"Medicine; Internal medicine; Gastroenterology; Hypoxia (environmental); Hemodynamics; Primary biliary cirrhosis; Cerebral perfusion pressure; Cerebral blood flow; Cardiology; Oxygen; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001772641,0.000116403,0.0003617586,0.00009775179,0.00003670852,0.00001453651,0.00005507953,0.0001314005,0.0004308361],"category_scores_gemma":[0.00006573862,0.0001097442,0.00006596567,0.0001460778,0.00008040183,0.0001145299,0.00006363193,0.0001793982,0.0001014271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008947921,"about_ca_system_score_gemma":0.0001063118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002474265,"about_ca_topic_score_gemma":0.00001053253,"domain_scores_codex":[0.9990448,0.000130508,0.000209198,0.0002567355,0.0001122442,0.0002465131],"domain_scores_gemma":[0.999359,0.0000866304,0.00005045998,0.0003831484,0.00003132138,0.00008948157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103466,0.00007940202,0.9860376,0.0001516681,0.00003662396,0.00002313278,0.0001204269,5.712457e-7,0.01071717,0.0001505479,0.002029934,0.0005426413],"study_design_scores_gemma":[0.002068788,0.0002039426,0.9925053,0.00005842079,0.00004058066,0.0001301605,0.00003111616,0.0007159142,0.0003349083,0.0006989879,0.00310329,0.0001085811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926411,0.0008475938,0.00001300259,0.001055467,0.0001158195,0.000454288,0.000008462472,0.0000397081,0.004824569],"genre_scores_gemma":[0.9958332,0.0001368457,0.0008928704,0.001968561,0.00003533443,0.00001021044,0.000115957,0.00001751302,0.0009895354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038226,"threshold_uncertainty_score":0.4717354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007146828468873241,"score_gpt":0.2330712476763458,"score_spread":0.2259244192074726,"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."}}