{"id":"W2288729019","doi":"10.1016/j.cpet.2015.09.003","title":"MRI-Guided Derivation of the Input Function for PET Kinetic Modeling","year":2016,"lang":"en","type":"review","venue":"PET Clinics","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Partial volume; Nuclear medicine; Fluorodeoxyglucose; Function (biology); Gold standard (test); Positron emission tomography; Biomedical engineering; Radiology","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":[0.0005449574,0.0001826511,0.0008122973,0.00006597159,0.00005514187,0.000007327178,0.0002107901,0.0001200542,0.0000458536],"category_scores_gemma":[0.0009309318,0.00009985227,0.0004966492,0.0001748865,0.00006719293,0.00002013201,0.00007378545,0.0002743022,0.00001356692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000050693,"about_ca_system_score_gemma":0.000287788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004157601,"about_ca_topic_score_gemma":5.720245e-7,"domain_scores_codex":[0.9983554,0.00004726391,0.0009539732,0.0002751364,0.0002177806,0.0001504677],"domain_scores_gemma":[0.9981357,0.0003638992,0.0005116403,0.0006958474,0.0002245215,0.00006841103],"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":[0.00001298529,0.0001161653,0.000007610603,0.01324779,0.0001045295,9.100315e-7,0.000008559952,0.000004277906,0.00000867063,0.003131578,0.02131534,0.9620416],"study_design_scores_gemma":[0.000267593,0.00006121257,0.000001137138,0.01172079,0.001064941,0.00004550914,0.000001639363,0.01340304,0.000002047891,0.002446207,0.9708816,0.0001043056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004017404,0.5821834,0.4104273,0.002909873,0.0004898108,0.00325392,0.00009465573,0.0001502063,0.0004507549],"genre_scores_gemma":[0.0001330739,0.9807758,0.01689717,0.0003591487,0.0004412978,0.0004539526,0.0001674738,0.00004861217,0.0007234826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9619372,"threshold_uncertainty_score":0.4071857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1531170909822724,"score_gpt":0.4432362241063451,"score_spread":0.2901191331240727,"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."}}