{"id":"W2769931315","doi":"10.1097/ruq.0000000000000334","title":"The Great Mimicker","year":2017,"lang":"en","type":"review","venue":"Ultrasound Quarterly","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Malignancy; Pathology; Pleural effusion; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001996826,0.0004788984,0.001485113,0.00006285786,0.0005216173,0.0003251713,0.0003334909,0.0002651226,0.000218075],"category_scores_gemma":[0.00006064437,0.0002441231,0.0009164404,0.00006780235,0.000174222,0.0000584587,0.000009810616,0.0003678995,0.001246435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407808,"about_ca_system_score_gemma":0.0004088631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006715675,"about_ca_topic_score_gemma":0.00006454261,"domain_scores_codex":[0.9982589,0.0000804149,0.0004866874,0.0004832668,0.0002784931,0.0004122662],"domain_scores_gemma":[0.9969769,0.0007472011,0.0003816396,0.001651398,0.00005928786,0.0001835879],"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":[0.000006898165,0.00007100606,0.0000307239,0.001775328,0.0007202074,0.00008274789,0.00008289691,1.064322e-9,3.329731e-8,0.0002864361,0.01408389,0.9828598],"study_design_scores_gemma":[0.000437633,0.0005220888,0.0001353622,0.006577065,0.003007974,0.0006599391,0.00002432917,5.046537e-8,1.32038e-7,0.00009394653,0.9883091,0.0002324023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003604872,0.9877778,0.000003166568,0.0003021836,0.0008743847,0.001102072,0.00007287134,0.00005217224,0.009811793],"genre_scores_gemma":[0.00002354019,0.9880708,0.0000628179,0.00007102529,0.000867885,0.0004126139,0.0001605779,0.00007466837,0.010256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9826275,"threshold_uncertainty_score":0.9995312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08213232296226544,"score_gpt":0.3814771640967824,"score_spread":0.299344841134517,"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."}}