{"id":"W2014328105","doi":"10.1118/1.3416937","title":"Registration between ultrasound and fluoroscopy or CT in prostate brachytherapy","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Fluoroscopy; Fiducial marker; Image registration; Imaging phantom; Brachytherapy; Ultrasound; Medicine; Ground truth; Dosimetry; Nuclear medicine; Medical imaging; Radiology; Computer vision; Computer science; Radiation therapy; Image (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":[0.002398516,0.0005860718,0.0005387528,0.001529311,0.0002884631,0.001121947,0.0006574763,0.0009105097,0.0008661692],"category_scores_gemma":[0.009934515,0.0005272399,0.0005902706,0.001489052,0.0006229046,0.0006538592,0.0005840203,0.0003914571,0.0005933206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004939966,"about_ca_system_score_gemma":0.0006585462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002641856,"about_ca_topic_score_gemma":0.003687243,"domain_scores_codex":[0.9976559,0.001134504,0.0001326343,0.0003354652,0.0006718733,0.00006971152],"domain_scores_gemma":[0.997173,0.001652901,0.0003248899,0.0003293547,0.0004652879,0.00005460784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001940818,0.0001444399,0.01395979,0.0005981378,0.0002739599,0.0002959446,0.0004957689,0.08096159,0.1634313,0.002474533,0.001403106,0.7340207],"study_design_scores_gemma":[0.0001590779,0.002654158,0.090569,0.0001841264,0.0006854082,0.006362196,0.0003282061,0.4853444,0.3865452,0.00595591,0.02091033,0.0003020838],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1833579,0.004968846,0.8076168,0.00015862,0.00007283945,0.000187134,0.00009518427,0.00161123,0.001931375],"genre_scores_gemma":[0.6297092,0.001933472,0.3657223,0.0001006935,0.00005438225,0.0001432003,0.0003377774,0.0004182057,0.001580734],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002641856,"threshold_uncertainty_score":0.01268476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943609556212849,"score_gpt":0.3166728341434067,"score_spread":0.2972367385812782,"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."}}