{"id":"W4392895935","doi":"10.1002/acm2.14333","title":"Analysis of left ventricle regional myocardial motion for cardiac radioablation","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; University of Alberta; Spinal Cord Injury BC; University of British Columbia; BC Cancer Agency","funders":"Vancouver Coastal Health Research Institute; Providence Health Care; AstraZeneca; Pfizer; Bristol-Myers Squibb","keywords":"Ventricle; Endocardium; Ejection fraction; Basal (medicine); Medicine; Short axis; Cardiology; Magnetic resonance imaging; Anatomy; Cardiac magnetic resonance; Internal medicine; Heart failure; Nuclear medicine; Long axis; Geometry; Radiology; Mathematics","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":[0.0002920058,0.0001733031,0.0001699756,0.0002566641,0.00008389822,0.0001510755,0.00009329626,0.0001477685,0.0009601135],"category_scores_gemma":[0.0004518916,0.00006849573,0.0001425911,0.00009892182,0.0001313087,0.00009435566,0.0001142827,0.00008410986,0.0001383796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099958,"about_ca_system_score_gemma":0.00008872792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003631247,"about_ca_topic_score_gemma":0.0006166297,"domain_scores_codex":[0.9999337,0.00001834467,0.000003652393,0.00001946214,0.0000164069,0.000008376733],"domain_scores_gemma":[0.9998413,0.00004131576,0.00006202036,0.00001453647,0.00001540805,0.00002542787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003312447,0.0001073649,0.7486385,0.0001932026,0.0001566424,0.0005441133,0.0004048373,0.001396752,0.1653336,0.0001354219,0.0002494895,0.07952762],"study_design_scores_gemma":[0.00001646798,0.0004586622,0.9937636,0.000006731014,0.00002727546,0.0004509627,0.0000408193,0.001247692,0.003667895,0.0000284066,0.0002869258,0.000004553198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983428,0.0002586739,0.001155161,0.000005811172,0.000001617947,0.00001027894,0.00005354644,0.000008709737,0.0001633862],"genre_scores_gemma":[0.9988559,0.00005831054,0.000807637,0.000004681754,0.000003400677,0.00001372851,0.0001320644,0.000002612245,0.0001215679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009601135,"threshold_uncertainty_score":0.003211915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615537823683269,"score_gpt":0.3744688396853047,"score_spread":0.338313461448472,"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."}}