{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007662176,0.001216354,0.001101575,0.0009547194,0.0001473956,0.001345127,0.001365334,0.001148004,0.004623071],"category_scores_gemma":[0.001438146,0.0004802082,0.001000887,0.0008317025,0.0003707135,0.0009715035,0.000656978,0.001277369,0.004296823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000563652,"about_ca_system_score_gemma":0.001111171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868901,"about_ca_topic_score_gemma":0.001604522,"domain_scores_codex":[0.9998339,0.00003197843,0.00001940697,0.0000279552,0.00007558796,0.00001107311],"domain_scores_gemma":[0.9996486,0.0001461284,0.00003306856,0.00002791256,0.0001343776,0.000009989502],"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":[0.00008352187,0.00007916339,0.0007026412,0.006889086,0.0001271087,0.0006596493,0.00008872477,0.0625411,0.01602785,0.04156036,0.0132813,0.8579595],"study_design_scores_gemma":[0.00005497663,0.0001708694,0.001998547,0.004776518,0.0004396312,0.00490872,0.0001191586,0.2795509,0.05146929,0.05782565,0.5984927,0.000193089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.00394021,0.2441274,0.7286538,0.001100191,0.0007599918,0.0001363404,0.001163287,0.001194209,0.01892451],"genre_scores_gemma":[0.09364538,0.5663834,0.3130305,0.0007875825,0.000917554,0.0003482606,0.002880776,0.0008266504,0.02117985],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004623071,"threshold_uncertainty_score":0.01546574,"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."}}