{"id":"W1977891724","doi":"10.1118/1.4887837","title":"SU‐C‐18C‐03: Dual‐Energy X‐Ray Fluoroscopy Imaging System","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear medicine; Fluoroscopy; Flat panel detector; Fiducial marker; Subtraction; Medical imaging; Medicine; Lung cancer; Breathing; Radiology; Physics; Mathematics; Pathology; Detector; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009563116,0.000499139,0.000593705,0.001142302,0.0003879174,0.001105021,0.001254847,0.00126688,0.004571787],"category_scores_gemma":[0.001019512,0.0004128475,0.0002964332,0.0005894534,0.0003479331,0.0004932905,0.0003635306,0.0005552738,0.003626631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005023339,"about_ca_system_score_gemma":0.0007138573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690186,"about_ca_topic_score_gemma":0.001891931,"domain_scores_codex":[0.9993549,0.00008675293,0.00004653205,0.0001960138,0.0002551676,0.00006059878],"domain_scores_gemma":[0.9993371,0.00008992905,0.0001020265,0.0000924262,0.0002998518,0.00007865316],"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":[0.002425699,0.0003580117,0.0300933,0.0006490803,0.00009381974,0.000621301,0.0001310609,0.001182996,0.6690784,0.00100318,0.009310118,0.2850531],"study_design_scores_gemma":[0.0003680536,0.003322862,0.1269719,0.000142638,0.0003648706,0.02619636,0.000095962,0.06653899,0.6752306,0.0004835695,0.09998292,0.0003012915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5934027,0.01101271,0.3556269,0.0006565315,0.0004060916,0.0006687192,0.003480339,0.01290464,0.02184125],"genre_scores_gemma":[0.7149297,0.002431839,0.2598872,0.000610618,0.0001277909,0.000451677,0.004103638,0.0008865481,0.01657098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004571787,"threshold_uncertainty_score":0.01529419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178307141930409,"score_gpt":0.2924525109398999,"score_spread":0.2806694395205959,"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."}}