{"id":"W4312076170","doi":"10.4274/nts.galenos.2022.0020","title":"F-18 FDG PET/CT Imaging in Ovarian Cancer","year":2022,"lang":"en","type":"article","venue":"Nuclear Medicine Seminars","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Ovarian cancer; Medicine; Positron emission tomography; Nuclear medicine; Cancer; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003718772,0.0002157802,0.0004452608,0.0002753778,0.0001829393,0.000008841,0.0001488768,0.000007038127,0.02795376],"category_scores_gemma":[0.00005532377,0.0001889703,0.00008433658,0.000499573,0.0001105276,0.0000580637,0.0001284181,0.0004192242,0.00004771191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007958984,"about_ca_system_score_gemma":0.000141216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521541,"about_ca_topic_score_gemma":0.00004574484,"domain_scores_codex":[0.9981752,0.00007115032,0.0003402067,0.0004603488,0.0005487473,0.0004043537],"domain_scores_gemma":[0.9991894,0.00006576682,0.00009979884,0.0004066904,0.00003580888,0.000202532],"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":[0.0005752855,0.001094145,0.3185524,0.0001486026,0.0001885052,0.02948331,0.003325573,0.0001159465,0.002723101,0.001440758,0.5449845,0.09736785],"study_design_scores_gemma":[0.009856742,0.00096694,0.1499609,0.000952482,0.0003637212,0.003999417,0.006921901,0.0007377052,0.000153823,0.0001576024,0.8255715,0.000357237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7498553,0.01164078,0.000003755824,0.1457353,0.002099502,0.001236274,0.00005769733,0.000208254,0.08916304],"genre_scores_gemma":[0.9892214,0.0008838369,0.0002311196,0.00753682,0.0003470741,0.0001605579,0.00003417601,0.00007530124,0.001509717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.280587,"threshold_uncertainty_score":0.9729348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790478089015044,"score_gpt":0.2988117544999261,"score_spread":0.2809069736097756,"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."}}