{"id":"W4405617864","doi":"","title":"Single-Exposure, Dual-Energy Subtraction Flat Panel X-Ray Detectors: A Health Technology Assessment.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flat panel detector; Flat panel; Detector; Subtraction; X-ray; Optics; Dual energy; Energy (signal processing); Dual (grammatical number); Physics; Materials science; Medicine; Mathematics; Art","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":[0.1254571,0.001466942,0.006841163,0.04680807,0.001146357,0.005282263,0.003301482,0.003255637,0.003724843],"category_scores_gemma":[0.3315401,0.001541585,0.0158338,0.02570874,0.002477407,0.005687733,0.005268786,0.001795095,0.0004424104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008142936,"about_ca_system_score_gemma":0.01518006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005516453,"about_ca_topic_score_gemma":0.00958549,"domain_scores_codex":[0.8416267,0.04460575,0.07393388,0.005545095,0.0333679,0.0009206483],"domain_scores_gemma":[0.5375415,0.2867418,0.1171795,0.007872081,0.04900099,0.001664286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001438952,0.00007371412,0.03373394,0.6921132,0.03376786,0.0001460101,0.001040037,0.0005549639,0.0004007028,0.002324475,0.003112693,0.2312936],"study_design_scores_gemma":[0.001399398,0.001997907,0.05304161,0.7598485,0.1380928,0.001284349,0.001164976,0.001258329,0.0008613006,0.00398084,0.03684093,0.0002291405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01037364,0.9701893,0.003911177,0.002785437,0.0003576611,0.006264388,0.003604058,0.00007059205,0.00244374],"genre_scores_gemma":[0.3153481,0.5684003,0.07375649,0.006868539,0.001020413,0.02891452,0.004793957,0.0000927041,0.0008048762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1254571,"threshold_uncertainty_score":0.6634885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230075266008462,"score_gpt":0.2376936318964922,"score_spread":0.214686105295646,"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."}}