{"id":"W2047187032","doi":"10.1111/igc.0b013e3181c7fccf","title":"Malignant Transformation Within Ovarian Dermoid Cysts: An Audit of Treatment Received and Patient Outcomes. An Australia New Zealand Gynaecological Oncology Group (ANZGOG) and Gynaecologic Cancer Intergroup (GCIG) Study","year":2010,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Cancer Centre; BC Cancer Agency","funders":"","keywords":"Medicine; Debulking; Radiation therapy; Stage (stratigraphy); Surgery; Chemotherapy; Disease; Radical surgery; Ovarian cancer; Cancer; 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":[0.0008333387,0.0001464968,0.0004187608,0.001003129,0.0003437762,0.0005428588,0.0003507551,0.000372461,0.0005607017],"category_scores_gemma":[0.003004135,0.0002572366,0.0004025027,0.001792458,0.000379132,0.000676436,0.0006296416,0.0004510236,0.0001551321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006863791,"about_ca_system_score_gemma":0.0006776956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004386318,"about_ca_topic_score_gemma":0.005403677,"domain_scores_codex":[0.9987798,0.0003440741,0.0002347044,0.0001492677,0.0003080953,0.0001840046],"domain_scores_gemma":[0.996451,0.0006358284,0.00187487,0.000207086,0.0003871366,0.0004440334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007042474,0.00009429469,0.9952859,0.00004436652,0.0000399856,0.0001729142,0.0001799868,0.00003962425,0.0002282124,0.00001049354,0.0001429903,0.003056983],"study_design_scores_gemma":[0.00003012647,0.0002483238,0.9985766,0.00001375481,0.00004808108,0.0004561675,0.0002329132,0.00005411054,0.00009942699,0.000008657065,0.0002265894,0.000005260911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983554,0.0005548333,0.00003312635,0.00003264724,0.00000401037,0.00002917224,0.0005286991,0.000003197446,0.0004588502],"genre_scores_gemma":[0.9989191,0.0003323426,0.00003839404,0.00002420595,0.000008320741,0.00001916251,0.0005616457,0.000002358296,0.00009438139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004386318,"threshold_uncertainty_score":0.00872153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252812577289607,"score_gpt":0.3685196998225614,"score_spread":0.3259915740496654,"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."}}