{"id":"W1979901429","doi":"10.1097/01.pgp.0000130049.19643.f6","title":"Early Recurrence of Ovarian Serous Borderline Tumor as High-grade Carcinoma: A Report of Two Cases","year":2004,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Serous fluid; Medicine; Serous carcinoma; Stage (stratigraphy); Clear cell carcinoma; Carcinoma; Ovarian carcinoma; Lymph node; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724834,0.0001484101,0.0006275813,0.0002031478,0.00002030093,0.000007202986,0.0002284632,0.00009512401,0.0003005706],"category_scores_gemma":[0.001353668,0.0001065903,0.000228816,0.000123042,0.0002072363,0.00007378769,0.00006733695,0.0002681172,0.00000659604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347134,"about_ca_system_score_gemma":0.000451847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006036764,"about_ca_topic_score_gemma":0.00005157931,"domain_scores_codex":[0.998049,0.00008125452,0.001020717,0.0002166306,0.0004595571,0.0001728491],"domain_scores_gemma":[0.9973313,0.0003677824,0.001070285,0.0001750813,0.0009279413,0.0001275887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001855423,0.00668679,0.5983776,0.00004306746,0.0007979495,0.359131,0.0003748956,0.0004079919,0.007775025,0.01758698,0.0002138103,0.006749516],"study_design_scores_gemma":[0.007996215,0.007271705,0.89359,0.0001551066,0.0002201235,0.07177532,0.00004877497,0.00000291606,0.008645444,0.009909456,0.0002837346,0.0001012449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921528,0.0004040215,0.0003220012,0.005538345,0.001022978,0.0001634274,0.00003647694,0.000007250075,0.0003526789],"genre_scores_gemma":[0.9919062,0.0000999186,0.007267353,0.0004151531,0.0002536366,0.000009667275,0.00001377754,0.000009528429,0.00002482199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2952124,"threshold_uncertainty_score":0.4346627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772189331372913,"score_gpt":0.3328979535969804,"score_spread":0.3051760602832512,"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."}}