{"id":"W2016917919","doi":"10.1016/j.ygyno.2012.03.048","title":"Preoperative identification of a suspicious adnexal mass: A systematic review and meta-analysis","year":2012,"lang":"en","type":"review","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McMaster University; Cancer Care Ontario; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Medicine; Meta-analysis; Adnexal mass; Confidence interval; MEDLINE; Bivariate analysis; Systematic review; Radiology; Receiver operating characteristic; Medical physics; Pathology; Internal medicine; Machine learning; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004650407,0.001794665,0.01103522,0.0036547,0.0005319425,0.001782388,0.001698899,0.001835854,0.003760618],"category_scores_gemma":[0.01875976,0.00128384,0.01983612,0.004218385,0.0007022434,0.001617644,0.001520869,0.001542807,0.0002744395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404977,"about_ca_system_score_gemma":0.002232234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00517162,"about_ca_topic_score_gemma":0.02448243,"domain_scores_codex":[0.9962474,0.001263029,0.00135832,0.0005643481,0.0004257403,0.0001411784],"domain_scores_gemma":[0.9872757,0.008789632,0.002701728,0.0003485273,0.0006869638,0.0001974708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002723971,0.00006099344,0.01551583,0.4348457,0.5269263,0.0002879358,0.0001820386,0.0003152236,0.0003911825,0.00007563636,0.0007923451,0.01788294],"study_design_scores_gemma":[0.0007114108,0.0002643006,0.008370274,0.01758491,0.9709995,0.0002252389,0.0001057433,0.00009745292,0.00009860119,0.00008590493,0.001421949,0.00003477048],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008088302,0.9908044,0.0002741083,0.0001179915,0.0001155279,0.0001134546,0.0003057911,0.00001113685,0.0001692746],"genre_scores_gemma":[0.293704,0.7016352,0.002056873,0.001135292,0.0002304991,0.0003172699,0.0005686803,0.00002048412,0.0003317309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01103522,"threshold_uncertainty_score":0.02459395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443210536215035,"score_gpt":0.4172580017863185,"score_spread":0.272936948164815,"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."}}