{"id":"W3180808425","doi":"10.1002/mp.15084","title":"Motion artifacts assessment and correction using optical tracking in synchrotron radiation breast CT","year":2021,"lang":"en","type":"article","venue":"Medical Physics","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Fiducial marker; Imaging phantom; Tracking (education); Nuclear medicine; Synchrotron radiation; Match moving; Image resolution; Optics; Physics; Rotation (mathematics); Image-guided radiation therapy; Medical imaging; Computer vision; Medical physics; Computer science; Artificial intelligence; Motion (physics); Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001325893,0.0003479928,0.0002126944,0.001159272,0.0001720187,0.0004015568,0.0002991505,0.0004304555,0.0004593427],"category_scores_gemma":[0.004005472,0.0002284465,0.0002963583,0.000854611,0.0003578856,0.000288252,0.0003918973,0.0001712069,0.0001417249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836053,"about_ca_system_score_gemma":0.0004156424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359925,"about_ca_topic_score_gemma":0.001505922,"domain_scores_codex":[0.9994358,0.0002856889,0.00003715874,0.00005738635,0.0001587757,0.00002509727],"domain_scores_gemma":[0.9990552,0.0004023148,0.0002760624,0.00009374777,0.0001470103,0.00002573242],"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":[0.00318032,0.0002855573,0.06852427,0.0007878196,0.0002002971,0.0006899546,0.0007212466,0.04356733,0.4823056,0.0005885538,0.0004763398,0.3986726],"study_design_scores_gemma":[0.0001871496,0.003489193,0.2664258,0.0002346827,0.0005926701,0.006801884,0.0002902925,0.2834846,0.4309455,0.0007765415,0.006607842,0.0001638108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7730078,0.002584118,0.222808,0.0001152661,0.00004345809,0.0001206316,0.00007341828,0.000359061,0.0008883626],"genre_scores_gemma":[0.8993148,0.001076791,0.09873824,0.00003793447,0.00002410659,0.00006207795,0.00009912841,0.00006104853,0.0005859214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359925,"threshold_uncertainty_score":0.007012069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106004852914822,"score_gpt":0.3665477217203167,"score_spread":0.3354876731911685,"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."}}