{"id":"W2052289427","doi":"10.1097/ruq.0b013e3181fdd604","title":"ACR Appropriateness Criteria© Ovarian Cancer Screening","year":2010,"lang":"en","type":"review","venue":"Ultrasound Quarterly","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Ovarian cancer; Disease; Oncology; Stage (stratigraphy); Gynecology; Cancer; Clinical trial; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002877358,0.0009166663,0.002814793,0.0002689194,0.0001951047,0.0002486429,0.0003169188,0.0008626852,0.002194561],"category_scores_gemma":[0.00004076261,0.0006774284,0.0009850402,0.000415823,0.0001179345,0.0001446726,0.00001949878,0.001049229,0.0002989515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263277,"about_ca_system_score_gemma":0.0007256776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005923552,"about_ca_topic_score_gemma":0.0001311412,"domain_scores_codex":[0.9966797,0.0001407845,0.0009140892,0.001071946,0.0004744422,0.0007190639],"domain_scores_gemma":[0.9974318,0.0003637775,0.0004634437,0.001157757,0.000151841,0.000431346],"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":[0.00002456412,0.0002883431,0.00006842333,0.006421999,0.0008849915,0.0001905732,0.0003507935,3.641097e-8,0.00000916684,0.0001705124,0.001093774,0.9904968],"study_design_scores_gemma":[0.001225707,0.0004917952,0.0002990212,0.01364442,0.004628193,0.0007790996,0.00007253934,0.000001082158,0.000003813137,0.00005329276,0.9781527,0.0006483346],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007658386,0.993326,0.0003193886,0.0002365683,0.001960092,0.001812603,0.0004368087,0.0001814952,0.001650462],"genre_scores_gemma":[0.0001866533,0.9906213,0.002960683,0.000207762,0.002569984,0.001455277,0.0007480027,0.000215291,0.001035059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9898485,"threshold_uncertainty_score":0.9995677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04994008398073509,"score_gpt":0.3685901369582764,"score_spread":0.3186500529775413,"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."}}