{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002136068,0.0001224221,0.001102428,0.0001894943,0.00002866507,0.00001792237,0.00009366596,0.0001948773,0.00003400705],"category_scores_gemma":[0.001652226,0.00009782147,0.001877916,0.0005827496,0.0001877086,0.00006055278,0.00002324164,0.0005480546,0.00000635516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006850697,"about_ca_system_score_gemma":0.0004428405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002146147,"about_ca_topic_score_gemma":1.207569e-7,"domain_scores_codex":[0.9973365,0.00005710644,0.001162025,0.0002003846,0.001070702,0.0001732676],"domain_scores_gemma":[0.9955376,0.003269304,0.0003265766,0.000186532,0.0003323099,0.0003476378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002751461,0.001866978,0.09216442,0.0006274519,0.02243542,0.0001352567,0.0005478997,0.002882632,0.0005717215,0.01761813,0.07015252,0.7882461],"study_design_scores_gemma":[0.01719329,0.003498225,0.582262,0.001951312,0.1035453,0.0001516975,0.0004744957,0.1267608,0.003342195,0.04413968,0.1155976,0.001083464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5128606,0.003890926,0.4638537,0.007821596,0.00703666,0.0008958772,0.0001299584,0.0001039776,0.003406669],"genre_scores_gemma":[0.992547,0.0004166157,0.00115785,0.0005368459,0.005241171,0.00000341991,0.00006116797,0.00002101165,0.00001496577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7871627,"threshold_uncertainty_score":0.3989044,"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."}}