{"id":"W4410918082","doi":"10.1113/jp289012","title":"Where is our cerebral blood flow monitor?","year":2025,"lang":"en","type":"letter","venue":"The Journal of Physiology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Pan Am Clinic","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Research Manitoba","keywords":"Cerebral blood flow; Blood flow; Cardiology; Neuroscience; Chemistry; Medicine; Biology","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":[0.00165456,0.0006310826,0.001075692,0.0007634923,0.001743868,0.002319866,0.001270304,0.02034678,0.009927979],"category_scores_gemma":[0.0139926,0.0004242386,0.0007205273,0.0005632967,0.001546741,0.005104572,0.0007497104,0.02445519,0.01149514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529533,"about_ca_system_score_gemma":0.001378844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003886431,"about_ca_topic_score_gemma":0.00388795,"domain_scores_codex":[0.9985911,0.0003611337,0.0003054001,0.0001502136,0.0004162772,0.0001758579],"domain_scores_gemma":[0.9961922,0.00143486,0.0003196567,0.0001641024,0.001263715,0.0006253905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002196324,0.00008573337,0.002723396,0.0001679009,0.00002371959,0.02076917,0.0002520986,0.0001824922,0.001203152,0.006333368,0.909809,0.05823047],"study_design_scores_gemma":[0.00006843638,0.0001749792,0.00198275,0.000805301,0.00003207567,0.02284808,0.0009878131,0.0006945124,0.001378029,0.01808362,0.9528257,0.0001186418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000712258,0.002889728,0.001204694,0.9619759,0.02335659,0.00003782133,0.00008383591,0.000125078,0.009614062],"genre_scores_gemma":[0.02268663,0.0108969,0.004280169,0.8225929,0.09826943,0.0001602817,0.0000978383,0.0001578938,0.04085806],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02034678,"threshold_uncertainty_score":0.03321242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855002927842235,"score_gpt":0.2704285707099969,"score_spread":0.2518785414315745,"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."}}