{"id":"W3016400061","doi":"10.1148/radiol.2020200437","title":"Solid Hypoechoic Adnexal Lesions with Acoustic Shadowing Warrant an MRI Recommendation in the O-RADS Risk Stratification and Management System","year":2020,"lang":"en","type":"letter","venue":"Radiology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Risk stratification; Warrant; Stratification (seeds); Radiology; Medical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303087,0.000393404,0.0007353412,0.0007235546,0.003000234,0.00236938,0.0009346669,0.0293486,0.008304721],"category_scores_gemma":[0.01489238,0.000522008,0.0009528084,0.0005382449,0.001585912,0.001644193,0.001079692,0.01653826,0.004549864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003163055,"about_ca_system_score_gemma":0.005587577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009733268,"about_ca_topic_score_gemma":0.02284013,"domain_scores_codex":[0.9984621,0.0004220766,0.0003016615,0.0001446792,0.0003515275,0.0003181053],"domain_scores_gemma":[0.9956796,0.001763466,0.0003087203,0.0001577063,0.000869397,0.001221126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000111419,0.0001718691,0.01521943,0.00009186864,0.0000292796,0.05151878,0.000336454,0.0003065185,0.0008354663,0.004735438,0.9039298,0.02271363],"study_design_scores_gemma":[0.0002053531,0.0001846058,0.01308579,0.001049681,0.0000703156,0.05919385,0.001540021,0.002925739,0.0006933227,0.01934516,0.9015935,0.0001125577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003558459,0.0007584562,0.0002217319,0.9705182,0.007639425,0.00003798574,0.00008989291,0.00003188374,0.01714392],"genre_scores_gemma":[0.03691255,0.001767455,0.002048592,0.8981541,0.04052146,0.00007204182,0.000145663,0.00004625523,0.0203319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0293486,"threshold_uncertainty_score":0.02778202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282434408596142,"score_gpt":0.2918794208376092,"score_spread":0.263635979977995,"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."}}