{"id":"W2299126284","doi":"10.1007/978-3-319-18497-5_5","title":"Hypoxia and Inflammation-Induced Disruptions of the Blood-Brain and Blood-Cerebrospinal Fluid Barriers Assessed Using a Novel T1-Based MRI Method","year":2016,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Research Council Canada; Alberta Innovates","keywords":"Cerebrospinal fluid; Hypoxia (environmental); Inflammation; Blood–brain barrier; Voxel; Medicine; Pathology; Neuroscience; Central nervous system; Internal medicine; Biology; Chemistry; Radiology; Oxygen","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004789213,0.0003495297,0.0004907486,0.0002010981,0.0002879567,0.00005423355,0.0002376458,0.0001192662,0.000923747],"category_scores_gemma":[0.0005090219,0.0002314362,0.0001503852,0.0004126586,0.0002174165,0.000225332,0.0002150108,0.0002246926,0.000001102193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005453695,"about_ca_system_score_gemma":0.0003646255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001322906,"about_ca_topic_score_gemma":0.00004522988,"domain_scores_codex":[0.9975215,0.0002175568,0.000637238,0.0006155327,0.0005461695,0.0004620052],"domain_scores_gemma":[0.9974015,0.001039503,0.0003474258,0.0007282804,0.000144605,0.0003387029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001101597,0.0001691744,0.02503062,0.0001539391,0.0001840889,0.000009789856,0.000138792,0.000006644313,0.9723288,0.0007863062,0.0008398609,0.0002417662],"study_design_scores_gemma":[0.02231446,0.00135792,0.1066559,0.000932163,0.002773296,0.0004148038,0.0002348747,0.003876405,0.8361704,0.0003381565,0.0241788,0.000752865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558337,0.00003757044,0.002215306,0.04020852,0.0001932127,0.001053663,0.0002785058,0.00005018339,0.0001293537],"genre_scores_gemma":[0.9891007,0.0001139793,0.009449475,0.0008953789,0.0001581132,0.0001118458,0.00001933309,0.00006049676,0.00009065618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1361585,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394291925431399,"score_gpt":0.3082901119762574,"score_spread":0.2843471927219434,"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."}}