{"id":"W2008927571","doi":"10.1117/12.479999","title":"Image quality of direct conversion detectors for mammography and radiography: a theoretical comparison","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Detective quantum efficiency; Detector; Optics; Physics; X-ray detector; Image quality; Materials science; Computer science; Image (mathematics); Artificial intelligence","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":[0.00107906,0.0004052754,0.0004467353,0.0008420219,0.0001969915,0.00135836,0.001065142,0.0009089914,0.005386187],"category_scores_gemma":[0.004514475,0.0003146575,0.0006302092,0.0007271601,0.0007652146,0.0009015953,0.0005792836,0.0003204516,0.0006203987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823938,"about_ca_system_score_gemma":0.000403675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280212,"about_ca_topic_score_gemma":0.00105268,"domain_scores_codex":[0.9994031,0.0000903608,0.000009203783,0.00007358832,0.0003802904,0.00004345282],"domain_scores_gemma":[0.9976215,0.001636756,0.0001474723,0.0001576776,0.000398983,0.0000376575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001569081,0.0004507522,0.02612268,0.001339711,0.0003027731,0.0006331419,0.0003902207,0.5374311,0.07559398,0.1147357,0.004286072,0.2371447],"study_design_scores_gemma":[0.00008617782,0.0007504133,0.02540019,0.00009488334,0.0001630685,0.0009544308,0.0001610642,0.9168459,0.02839241,0.02293969,0.00414912,0.00006268118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.577481,0.01558667,0.3315755,0.001751728,0.0001054538,0.0001781525,0.0006435118,0.000801897,0.07187603],"genre_scores_gemma":[0.9525101,0.002765757,0.03970454,0.0001046094,0.00004572001,0.00006085672,0.000214155,0.00009027425,0.004503893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005386187,"threshold_uncertainty_score":0.01801854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009025479827347062,"score_gpt":0.2395333759730889,"score_spread":0.2305078961457419,"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."}}