{"id":"W4404218282","doi":"10.3389/frdem.2024.1408782","title":"A scoping review of magnetic resonance angiography and perfusion image synthesis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Dementia","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Magnetic resonance imaging; Perfusion; Magnetic resonance angiography; Radiology; Angiography; Nuclear magnetic resonance; Medicine; Physics","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":[0.02814909,0.002644499,0.007360591,0.02999642,0.001385507,0.00476393,0.004491816,0.004437673,0.009012227],"category_scores_gemma":[0.1197729,0.001805266,0.008680495,0.0253541,0.002203057,0.004459722,0.004132918,0.002525076,0.001594425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005557212,"about_ca_system_score_gemma":0.02813278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009976475,"about_ca_topic_score_gemma":0.01461864,"domain_scores_codex":[0.9754109,0.007025044,0.01176926,0.001409717,0.003965004,0.0004200688],"domain_scores_gemma":[0.8885126,0.07951725,0.01430463,0.002504236,0.01445072,0.0007104808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006502726,0.00001819781,0.0002202098,0.873376,0.001305624,0.0001618975,0.0003240049,0.0002547489,0.0002400177,0.001242464,0.006270972,0.1165208],"study_design_scores_gemma":[0.00002121154,0.00004328706,0.000425222,0.9411224,0.003668932,0.0002172986,0.0001676531,0.0000725491,0.0001792635,0.0007520033,0.0533085,0.00002169787],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003511538,0.9924065,0.001708517,0.001666581,0.0005282027,0.0009769493,0.001049015,0.00004918792,0.001263815],"genre_scores_gemma":[0.003725805,0.988498,0.003467443,0.001062414,0.0001660932,0.001841591,0.0008967514,0.00002812258,0.0003136566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02999642,"threshold_uncertainty_score":0.1488684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911065044427769,"score_gpt":0.3493378977861717,"score_spread":0.3302272473418941,"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."}}