{"id":"W4417472385","doi":"10.1109/nss/mic/rtsd57106.2025.11287275","title":"YRT-PET-NX: Development of a Plugin for an Open-Source PET Reconstruction Platform to Support the NeuroEXPLORER","year":2025,"lang":"","type":"article","venue":"","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"National Institutes of Health","keywords":"Plug-in; Iterative reconstruction; Software; Image resolution; Detector; Vendor; Image processing","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":[0.001546133,0.002124275,0.0008659591,0.0008807795,0.0002740167,0.001124225,0.003106466,0.00117797,0.01604941],"category_scores_gemma":[0.002555916,0.001543911,0.001174558,0.0003814235,0.0004701575,0.001535207,0.001714817,0.002031065,0.01021125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005379266,"about_ca_system_score_gemma":0.001009983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654685,"about_ca_topic_score_gemma":0.001448679,"domain_scores_codex":[0.9993032,0.00008052262,0.00006343058,0.0001695858,0.0002993277,0.00008390918],"domain_scores_gemma":[0.9992207,0.000319578,0.0000729779,0.0001322702,0.0001806601,0.00007364643],"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":[0.004134023,0.001095946,0.01231444,0.002660436,0.001005949,0.003753928,0.0009643394,0.02740001,0.2424684,0.01101324,0.2810778,0.4121114],"study_design_scores_gemma":[0.0008902911,0.0007115837,0.01110916,0.0003162266,0.0002663898,0.004814532,0.0001036365,0.3690432,0.3144183,0.004668824,0.2930632,0.0005946817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01628197,0.0006305377,0.4673909,0.0003431007,0.0002353389,0.0005743398,0.003456212,0.5064746,0.004613025],"genre_scores_gemma":[0.1707726,0.001562185,0.6169174,0.001659492,0.0002034037,0.003919107,0.03894128,0.1388275,0.02719694],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.01604941,"threshold_uncertainty_score":0.05369061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0797556172981305,"score_gpt":0.3722407956460191,"score_spread":0.2924851783478886,"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."}}