{"id":"W6991990465","doi":"","title":"Input function and modeling for determining bone metabolic flux using [18 F] sodium fluoride PET imaging: a step-by-step guide","year":2023,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Flux (metallurgy); Sodium fluoride; Sodium; Function (biology)","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":[0.001426711,0.0001297839,0.0002831144,0.0003067083,0.0004450751,0.00002907756,0.0002233349,0.00004722041,0.00003604462],"category_scores_gemma":[0.000191006,0.0001174489,0.00009826654,0.0004412871,0.0003279031,0.0001846377,0.0003435031,0.0003201746,0.00001681336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007681116,"about_ca_system_score_gemma":0.00011755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005158157,"about_ca_topic_score_gemma":9.645298e-7,"domain_scores_codex":[0.998407,0.00009262152,0.0002168768,0.0003594497,0.000487785,0.0004362701],"domain_scores_gemma":[0.998744,0.000246525,0.00006998737,0.000430077,0.0003099285,0.0001994708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001138204,0.0003962635,0.006997267,0.001457234,0.0003873739,0.0001968745,0.009031432,0.0001865664,0.381221,0.001404472,0.5354642,0.06211914],"study_design_scores_gemma":[0.001642059,0.0001228247,0.000614412,0.0003070365,0.0002035187,0.000052706,0.01089853,0.8558891,0.002328587,0.0004240017,0.1273458,0.0001714331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6769171,0.0002322584,0.3155321,0.006129674,0.00003743345,0.0008715177,0.00001372919,0.0001794726,0.0000866928],"genre_scores_gemma":[0.9434164,0.0005142966,0.0550576,0.0001958154,0.0001593304,0.00002265011,0.00008004334,0.00004642984,0.0005074958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8557025,"threshold_uncertainty_score":0.4789427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545861735086126,"score_gpt":0.3714398649763831,"score_spread":0.2168536914677706,"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."}}