{"id":"W2124932273","doi":"10.1186/s13550-014-0060-4","title":"Immuno-PET of epithelial ovarian cancer: harnessing the potential of CA125 for non-invasive imaging","year":2014,"lang":"en","type":"article","venue":"EJNMMI Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiac imaging; Ovarian cancer; Epithelial ovarian cancer; Medical physics; Pathology; Cancer; Radiology; Oncology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001543067,0.0001256305,0.0003644206,0.0001653428,0.0002277022,0.00003167447,0.0002239438,0.00003869788,0.0001586121],"category_scores_gemma":[0.0003220737,0.0000830711,0.0001744629,0.0002800416,0.0003311182,0.00006012722,0.00009823777,0.0002366173,0.000008235344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413683,"about_ca_system_score_gemma":0.0006730329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976157,"about_ca_topic_score_gemma":0.000117007,"domain_scores_codex":[0.9982155,0.000167778,0.0002961574,0.0002824399,0.0006074227,0.0004307297],"domain_scores_gemma":[0.9979663,0.0006359513,0.0001259941,0.0005145112,0.0006666264,0.00009054339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003535435,0.001656525,0.08702432,0.002419946,0.001539171,0.0001435625,0.003372899,0.0002271732,0.5096741,0.006904208,0.02226809,0.3612345],"study_design_scores_gemma":[0.01733034,0.001835822,0.2843767,0.002588933,0.0006291256,0.00007971505,0.002186688,0.007466719,0.6577688,0.002513367,0.02284252,0.000381266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521734,0.002182971,0.00267169,0.03368266,0.0009339963,0.002860941,0.0002759621,0.00002810239,0.00519035],"genre_scores_gemma":[0.9974425,0.0003080373,0.0009113752,0.00008901303,0.0005453311,0.0002491544,0.00001801351,0.00003019564,0.000406342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3608533,"threshold_uncertainty_score":0.4499079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03545469424236199,"score_gpt":0.3710034061799536,"score_spread":0.3355487119375917,"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."}}