{"id":"W4389667460","doi":"10.1109/nssmicrtsd49126.2023.10338202","title":"Recent Results in CZT Detectors for PCCT","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Redlen Technologies (Canada)","funders":"","keywords":"Medical physics; Detector; Materials science; Photon counting; Nuclear medicine; Medicine; Optics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009316916,0.00005752694,0.00006260055,0.00007278031,0.0000170386,0.000006674376,0.00004804557,0.00002191042,0.00001508158],"category_scores_gemma":[0.00006174638,0.00005550878,0.00001805671,0.0002625836,0.000004453982,0.00006284744,0.000009933239,0.00005408382,0.00006284816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003169814,"about_ca_system_score_gemma":0.000003325324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004027254,"about_ca_topic_score_gemma":0.00006905973,"domain_scores_codex":[0.9995642,0.000002882948,0.0001170827,0.00008509887,0.0000396474,0.000191131],"domain_scores_gemma":[0.9998037,0.00006863417,0.000005428292,0.00008854544,0.000008960908,0.00002471936],"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":[0.00007283594,0.00001396202,0.0004677325,0.00008650617,0.00001887802,0.0000171827,0.0007989607,0.3258859,0.01175428,0.0005450837,0.01468934,0.6456494],"study_design_scores_gemma":[0.001965385,0.00004303445,0.005634648,0.00005989328,0.000005475192,0.000001870509,0.0007027574,0.2926301,0.06975763,0.002926226,0.6258402,0.0004328261],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455741,0.0008203249,0.06604414,0.001599859,0.002317539,0.001029192,0.00005913887,0.005153776,0.07740185],"genre_scores_gemma":[0.9952183,0.0004450523,0.002897519,0.00005076049,0.00006737732,0.00004871098,0.00001517145,0.00002979506,0.001227267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6452165,"threshold_uncertainty_score":0.2263582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060129834647041,"score_gpt":0.257627147221666,"score_spread":0.2370258488751956,"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."}}