{"id":"W4394955677","doi":"10.1016/j.ejmp.2024.103357","title":"Development of novel low-cost readout electronics for large field-of-view gamma camera detectors","year":2024,"lang":"en","type":"article","venue":"Physica Medica","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Tehran University of Medical Sciences and Health Services; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Detector; Gamma camera; Electronics; Field (mathematics); Physics; Computer science; Electrical engineering; Optics; Engineering; Mathematics","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":[0.000136488,0.0001194831,0.0002348825,0.00008624754,0.00005826392,0.00001378293,0.0001616984,0.00004780166,0.0001169604],"category_scores_gemma":[0.00003018235,0.0001028753,0.0001330447,0.0002575161,0.00003036073,0.00005514724,0.00003181798,0.0001473303,0.00001051868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002625218,"about_ca_system_score_gemma":0.0002056809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006561252,"about_ca_topic_score_gemma":0.000004187349,"domain_scores_codex":[0.9990848,0.000007177731,0.0003109513,0.0001939569,0.0001779954,0.0002250675],"domain_scores_gemma":[0.999475,0.000129319,0.0001070162,0.0001870477,0.00005604831,0.00004553835],"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":[0.00002784168,0.0003279197,0.0002971873,0.0004060041,0.0003774626,3.175046e-7,0.001720225,0.00003182926,0.02820846,0.04007116,0.006875016,0.9216566],"study_design_scores_gemma":[0.000559669,0.00007400422,0.0001376284,0.0001915709,0.00004253642,3.050456e-7,0.0004205258,0.009381508,0.4178392,0.0006194148,0.5705294,0.0002042695],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.859625,0.0006960722,0.1348168,0.001208776,0.0007504447,0.0008230095,0.0001202473,0.0002719958,0.001687672],"genre_scores_gemma":[0.9975582,0.00001198685,0.002014977,0.00002434674,0.0001246521,0.0000902223,0.000009051286,0.00001520768,0.000151314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9214523,"threshold_uncertainty_score":0.4195131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569606769829957,"score_gpt":0.2920276255010393,"score_spread":0.2763315578027397,"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."}}