{"id":"W4410036439","doi":"10.3390/bioengineering12050488","title":"Emerging Image-Guided Navigation Techniques for Cardiovascular Interventions: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Bioengineering","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Concordia University","funders":"National Institutes of Health; Yale University","keywords":"Computer science; Fluoroscopy; Psychological intervention; Optical coherence tomography; Artificial intelligence; Key (lock); Medical physics; Medicine; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086083,0.001189571,0.002086138,0.00639488,0.0004001847,0.001758105,0.001398522,0.001730609,0.003968289],"category_scores_gemma":[0.004750991,0.0005032077,0.001867845,0.005637542,0.0007907234,0.001737815,0.0009384562,0.001560476,0.00102019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009070573,"about_ca_system_score_gemma":0.003121882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275121,"about_ca_topic_score_gemma":0.003118087,"domain_scores_codex":[0.9993241,0.0001396608,0.0001935425,0.00008852851,0.0002141517,0.00003992504],"domain_scores_gemma":[0.9965318,0.002483795,0.0003836571,0.00006045919,0.0004748844,0.00006527914],"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":[0.00006607863,0.00005072594,0.0002039092,0.1192363,0.0003138244,0.0001137694,0.0001341727,0.0004793134,0.0005500216,0.002438592,0.01064924,0.8657641],"study_design_scores_gemma":[0.00004635182,0.0002372112,0.002138596,0.2219304,0.002567138,0.002005244,0.000337377,0.0005269689,0.00100536,0.003973944,0.7651502,0.00008112529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005967217,0.9993638,0.0001365181,0.0001108575,0.00005927831,0.000007435629,0.00001239966,0.000004572029,0.0002454479],"genre_scores_gemma":[0.0004456326,0.9990608,0.0002636804,0.00007341797,0.00005124384,0.000010785,0.00001734781,0.000001488186,0.0000755321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00639488,"threshold_uncertainty_score":0.01327527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152119626930063,"score_gpt":0.3898157300633813,"score_spread":0.3282945337940806,"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."}}