{"id":"W4387455981","doi":"10.1016/j.mric.2023.09.002","title":"Cerebrovascular Reserve Imaging","year":2023,"lang":"en","type":"review","venue":"Magnetic Resonance Imaging Clinics of North America","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Repeatability; Reproducibility; Blood flow; Cardiology; Perfusion; Radiology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003234644,0.000613508,0.00273133,0.0003793289,0.0001096427,0.00002868738,0.0006807949,0.0001082912,0.00007062301],"category_scores_gemma":[0.0005702693,0.0005532601,0.001217301,0.001663543,0.0005607541,0.0000818117,0.0003841456,0.0009147766,0.0002137711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117044,"about_ca_system_score_gemma":0.0004696964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000117108,"about_ca_topic_score_gemma":0.000008321063,"domain_scores_codex":[0.9958518,0.00009741992,0.001825148,0.001013913,0.0005701095,0.0006416645],"domain_scores_gemma":[0.9958805,0.0005427701,0.001031972,0.001987397,0.0003211881,0.0002361879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006915957,0.00009289567,0.00306228,0.004135597,0.00001666653,0.00005528964,0.00001356512,0.000002747655,5.623401e-8,0.00001814005,0.003315577,0.9892803],"study_design_scores_gemma":[0.0003018897,0.0001108341,0.001292432,0.01022854,0.0009115433,0.00007629302,0.00001517604,0.000538299,3.01152e-7,0.000168355,0.9859115,0.0004448142],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000577692,0.9931122,0.003394778,0.0003267835,0.0001169328,0.001688567,0.0002042328,0.0004295779,0.0007211552],"genre_scores_gemma":[0.000003726272,0.9633185,0.03380518,0.0002770058,0.0002242953,0.0004723039,0.0003821723,0.0002345575,0.001282235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9888355,"threshold_uncertainty_score":0.9996919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04880326421066844,"score_gpt":0.3942324885955899,"score_spread":0.3454292243849215,"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."}}