{"id":"W2052031909","doi":"10.1118/1.3495968","title":"A spatio‐temporal detective quantum efficiency and its application to fluoroscopic systems","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Detective quantum efficiency; Optical transfer function; Spatial frequency; Optics; Image intensifier; Fluoroscopy; Temporal resolution; Frame rate; Computer science; Physics; Image quality; Computer vision; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656209,0.0001119227,0.0001989487,0.0000536819,0.00005900179,0.00002797428,0.00008345019,0.00007068186,0.000008498535],"category_scores_gemma":[0.0001679945,0.0000914298,0.00004341134,0.000333231,0.00008440619,0.00009551824,0.00003675935,0.0002745689,0.00004458537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001281974,"about_ca_system_score_gemma":0.00007814191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005060209,"about_ca_topic_score_gemma":0.000006858654,"domain_scores_codex":[0.9989371,0.00001133206,0.0001629368,0.0002437485,0.0004474005,0.0001975067],"domain_scores_gemma":[0.9992601,0.00005124003,0.00004117246,0.000168171,0.0000822374,0.0003971292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002695228,0.001513315,0.08965896,0.0008395278,0.0001303107,0.00008097124,0.001332601,0.00001345353,0.02968859,0.02972825,0.0008207431,0.8459238],"study_design_scores_gemma":[0.0149998,0.006157016,0.3264089,0.003359316,0.0008500463,0.001803813,0.0009336083,0.4350798,0.1397875,0.02299368,0.04418174,0.003444856],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945363,0.0001210277,0.05126662,0.0007231595,0.0003197245,0.0005355122,0.000007419349,0.00009126365,0.001572278],"genre_scores_gemma":[0.9990935,0.000002879483,0.00005028016,0.0002988819,0.0004334927,0.0000585802,0.00001530179,0.00001361342,0.00003341529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8424789,"threshold_uncertainty_score":0.3728399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00763325971240842,"score_gpt":0.2610930753499995,"score_spread":0.2534598156375911,"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."}}