{"id":"W4417472453","doi":"10.1109/nss/mic/rtsd57106.2025.11287540","title":"Final Draft of PETSIRD v1.0: A Proposed Standard for PET Raw Data","year":2025,"lang":"en","type":"article","venue":"","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Standardization; Raw data; Software; Container (type theory); Positron emission tomography; International standard","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":[0.03283225,0.001613852,0.001365529,0.004338405,0.001771192,0.01089506,0.006017946,0.005169077,0.03780882],"category_scores_gemma":[0.05450692,0.002219154,0.002059979,0.00267349,0.002287329,0.006608763,0.006481754,0.005561841,0.06506743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357415,"about_ca_system_score_gemma":0.00890456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006054652,"about_ca_topic_score_gemma":0.002983266,"domain_scores_codex":[0.9815584,0.003668432,0.003016063,0.001914741,0.008767593,0.001074744],"domain_scores_gemma":[0.9426067,0.006253563,0.001732395,0.01453212,0.03287383,0.00200141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009613303,0.0003285455,0.00251324,0.001575716,0.0001284859,0.0008519936,0.001437972,0.004653223,0.02853989,0.1566283,0.6047579,0.1976234],"study_design_scores_gemma":[0.00006676879,0.0001326026,0.0007905806,0.0005082775,0.00004572456,0.0003527316,0.00009791444,0.002860995,0.009886066,0.01049603,0.9746513,0.0001110652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005267974,0.001402692,0.8553005,0.007831384,0.007223824,0.003661847,0.01931057,0.04420196,0.05579919],"genre_scores_gemma":[0.03129733,0.002242281,0.7007473,0.006966174,0.002464404,0.005988454,0.1081878,0.02796009,0.1141463],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03780882,"threshold_uncertainty_score":0.1736356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07149672443626431,"score_gpt":0.4104774634528092,"score_spread":0.3389807390165449,"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."}}