{"id":"W1567221362","doi":"10.1111/j.1525-1594.2008.00639.x","title":"Ultrasound Image and Augmented Reality Guidance for Off‐pump, Closed, Beating, Intracardiac Surgery","year":2008,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Augmented reality; Intracardiac injection; Ultrasound; Medicine; Radiology; Virtual reality; Computer vision; Computer science; Biomedical engineering; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009507209,0.0004141495,0.0002889801,0.0003619577,0.0001595044,0.0006487936,0.000387287,0.0004952042,0.001618962],"category_scores_gemma":[0.001862381,0.0003299387,0.0003884394,0.00009239478,0.000585632,0.000479913,0.0006137166,0.0004108239,0.0001770376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671048,"about_ca_system_score_gemma":0.0003254176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004281693,"about_ca_topic_score_gemma":0.0005438749,"domain_scores_codex":[0.9992867,0.0003597241,0.00003043637,0.00006637362,0.0001975889,0.00005910337],"domain_scores_gemma":[0.9992735,0.0003011257,0.0001789369,0.0000911212,0.00008273403,0.00007259732],"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":[0.004031208,0.001637102,0.009791307,0.0005053983,0.0001040155,0.0009919973,0.001073814,0.005457578,0.6789606,0.0009285012,0.0008258268,0.2956926],"study_design_scores_gemma":[0.001125435,0.1258729,0.206762,0.0003705551,0.001218324,0.02273877,0.00111527,0.08757862,0.5322224,0.001593573,0.01897654,0.0004256331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637238,0.001421868,0.03327709,0.00007925998,0.00005825201,0.00006238678,0.0000299086,0.0001155434,0.001231854],"genre_scores_gemma":[0.9671704,0.0006891626,0.0311864,0.00006141038,0.00003664304,0.00004719706,0.00004799273,0.00001822518,0.0007426747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001618962,"threshold_uncertainty_score":0.005415916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067627857465553,"score_gpt":0.2853038589463899,"score_spread":0.2546275803717344,"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."}}