{"id":"W2023585057","doi":"10.1016/j.compmedimag.2014.12.001","title":"Phantom study of an ultrasound guidance system for transcatheter aortic valve implantation","year":2014,"lang":"en","type":"article","venue":"Computerized Medical Imaging and Graphics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Robarts Clinical Trials; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Biplane; Imaging phantom; Software deployment; Intracardiac injection; Aortic valve; Stent; Medicine; Radiology; Computer science; Biomedical engineering; Surgery; Engineering","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":[0.0005957431,0.000475955,0.0004467272,0.0004351114,0.000281276,0.0007615156,0.0008835021,0.001443155,0.002512689],"category_scores_gemma":[0.002926469,0.00040893,0.0003849323,0.000500583,0.000466524,0.000486349,0.0003173669,0.0004010746,0.0003088008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210731,"about_ca_system_score_gemma":0.0006570729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713276,"about_ca_topic_score_gemma":0.001397895,"domain_scores_codex":[0.9996818,0.0001564181,0.00001927094,0.00003240438,0.00007959743,0.00003042902],"domain_scores_gemma":[0.9968975,0.002242569,0.0001644175,0.0002123992,0.0003335058,0.000149644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006236067,0.00257318,0.01547898,0.001553138,0.0003350443,0.01059085,0.002746504,0.1830991,0.7297761,0.002972323,0.006390888,0.03824785],"study_design_scores_gemma":[0.00221902,0.024848,0.0806014,0.0004009978,0.001240004,0.02142625,0.001885267,0.5081384,0.336597,0.002099688,0.01994149,0.0006024152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339474,0.001200916,0.05439517,0.001052081,0.0002233658,0.000301073,0.0008569699,0.0005834276,0.007439643],"genre_scores_gemma":[0.9833847,0.0003369947,0.01266086,0.0002387446,0.00002980588,0.00006946763,0.0002868891,0.0001227386,0.002869801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002512689,"threshold_uncertainty_score":0.008405805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184669597045127,"score_gpt":0.3297432384227126,"score_spread":0.3178965424522613,"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."}}