{"id":"W2291662546","doi":"10.1097/imi.0000000000000235","title":"Augmented Reality System for Ultrasound Guidance of Transcatheter Aortic Valve Implantation","year":2016,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; London Health Sciences Centre","keywords":"Fluoroscopy; Aortic valve; Cardiac skeleton; Medicine; Aortic root; Radiology; Aorta; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0005524768,0.0001352265,0.000483939,0.0007064195,0.00005946281,0.000005557874,0.00003032526,0.0002128532,0.00000132753],"category_scores_gemma":[0.0001529239,0.0001014958,0.000514406,0.0006181178,0.0001662039,0.00007533753,0.00001543674,0.00006446907,2.104596e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006676123,"about_ca_system_score_gemma":0.00004963668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001635374,"about_ca_topic_score_gemma":8.48266e-7,"domain_scores_codex":[0.9990089,0.00003776158,0.0004186054,0.0002708444,0.00009921881,0.0001646466],"domain_scores_gemma":[0.999131,0.0002305396,0.000112903,0.0002996536,0.0001960655,0.00002987461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021541,0.00009592074,0.8535254,0.0005453168,0.0009731386,0.00000262964,0.00002152891,5.180894e-8,0.008530253,0.008517778,0.00004662435,0.1276392],"study_design_scores_gemma":[0.001126655,0.0001552189,0.9233271,0.001490225,0.001110688,0.0001714875,0.0001622538,0.000004495524,0.06792189,0.003430191,0.0008242799,0.000275524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523057,0.001538924,0.0447186,0.0002277644,0.00005150113,0.0007116565,0.0001310387,0.000202253,0.0001125113],"genre_scores_gemma":[0.9969396,0.000794546,0.001765322,0.00002086153,0.0000189497,0.0003925684,0.00004389568,0.0000156167,0.000008669491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273637,"threshold_uncertainty_score":0.4138879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837753433985478,"score_gpt":0.3386846928244174,"score_spread":0.3203071584845626,"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."}}