{"id":"W2094835237","doi":"10.1148/radiol.2242911110","title":"Echogenic Ovarian Foci without Shadowing: Are They Caused by Psammomatous Calcifications?","year":2002,"lang":"en","type":"article","venue":"Radiology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Echogenicity; Medicine; Pathology; Ultrasound; Ovary; Cyst; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008881444,0.0001910878,0.0004411626,0.000078099,0.0001287268,0.00001390004,0.0001044161,0.000178684,0.0008651525],"category_scores_gemma":[0.00005224655,0.0001565059,0.0001219019,0.0001141854,0.00007015958,0.00003698723,0.00001725254,0.0001603387,0.0003834654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139211,"about_ca_system_score_gemma":0.00003492181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151009,"about_ca_topic_score_gemma":0.00004745787,"domain_scores_codex":[0.9987739,0.00008285727,0.0002676133,0.0004151945,0.0001142947,0.0003461133],"domain_scores_gemma":[0.9990432,0.00008685776,0.0001100289,0.0005305311,0.00004580572,0.0001835674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010297,0.00147707,0.7246596,0.00006485674,0.001283359,0.0004223597,0.00131637,0.00001683801,0.004916737,0.003791343,0.2503853,0.01156319],"study_design_scores_gemma":[0.0134509,0.001337677,0.7223339,0.0001709084,0.001160476,0.001980765,0.0003357451,0.001467678,0.002911483,0.000866162,0.2531623,0.0008220066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172052,0.01515332,0.0008388641,0.04687608,0.0008983369,0.001704956,0.0001958567,0.0004819608,0.01664541],"genre_scores_gemma":[0.9954423,0.0006353257,0.0004604704,0.001385647,0.0002257033,0.0001764393,0.00007209139,0.00003552737,0.001566517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07823707,"threshold_uncertainty_score":0.9472812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406515176108735,"score_gpt":0.2746163500478626,"score_spread":0.2405511982867753,"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."}}