{"id":"W1966388424","doi":"10.1118/1.3469077","title":"MO‐D‐201B‐04: Emerging X‐Ray Detector Technologies","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Detector; X-ray detector; Detective quantum efficiency; Physics; Breast imaging; Medical physics; Optics; Photon; Medical imaging; Computer science; Electronic engineering; Image quality; Mammography; Artificial intelligence; Engineering; 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":[0.001521219,0.0004518608,0.0004507869,0.0006167165,0.0004176071,0.001598779,0.001036258,0.001754094,0.006262281],"category_scores_gemma":[0.0006666591,0.0004157547,0.0003601915,0.0005290529,0.0003577709,0.002298572,0.0007889869,0.001683753,0.002560059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008590832,"about_ca_system_score_gemma":0.0007029498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000350612,"about_ca_topic_score_gemma":0.0007807543,"domain_scores_codex":[0.9995338,0.00006472155,0.0000217029,0.00007672596,0.0002467376,0.00005631343],"domain_scores_gemma":[0.9996488,0.00008274774,0.00001976951,0.0000173116,0.0001713414,0.00005999902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007733637,0.0003483635,0.005561945,0.002519605,0.00009194438,0.0008657443,0.0008249834,0.002707275,0.3106642,0.1203135,0.03935389,0.5159753],"study_design_scores_gemma":[0.0001023423,0.0008737707,0.003973424,0.0004688884,0.00007427039,0.00386411,0.0003482579,0.01395852,0.2691667,0.0133694,0.6937052,0.00009510369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1530321,0.1390994,0.5334353,0.01835188,0.004244766,0.0004303432,0.00109326,0.003977324,0.1463356],"genre_scores_gemma":[0.2712259,0.06592361,0.5254879,0.00389086,0.001195986,0.0003157844,0.001834622,0.0004847625,0.1296405],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006262281,"threshold_uncertainty_score":0.02094936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005102803323207498,"score_gpt":0.2247324650637404,"score_spread":0.2196296617405329,"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."}}