{"id":"W2092961116","doi":"10.1016/j.jmig.2009.02.004","title":"Miscellaneous Uterine Malignant Neoplasms Detected during Hysteroscopic Surgery","year":2009,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Carcinosarcoma; Incidence (geometry); Hysteroscopy; Endometrial cancer; Cancer; Prospective cohort study; Gynecology; Surgery; Obstetrics; Carcinoma; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001646313,0.0002209767,0.0008997507,0.0003588697,0.0000615184,0.00001655821,0.0001345122,0.0001631425,0.001085543],"category_scores_gemma":[0.001346298,0.0001642564,0.000319995,0.0002101834,0.00005405706,0.00004202881,0.00002987276,0.0002768204,0.00005377318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237016,"about_ca_system_score_gemma":0.0003682993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001036211,"about_ca_topic_score_gemma":0.00005991385,"domain_scores_codex":[0.9981354,0.0001051995,0.0008503317,0.0002092135,0.0002914015,0.0004083955],"domain_scores_gemma":[0.9974403,0.00121397,0.000549667,0.0001801549,0.0003085264,0.0003073977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00597913,0.001575759,0.09932534,0.0004636954,0.0009597064,0.03288523,0.0002788728,0.00001795985,0.8362967,0.000009674735,0.00197256,0.02023532],"study_design_scores_gemma":[0.0074946,0.009153727,0.8128701,0.0003084076,0.0003305904,0.007427845,0.00007835151,0.000001673061,0.1602677,0.000121437,0.001725008,0.0002205993],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996052,0.0007181854,0.000003702697,0.001377243,0.000711148,0.0001937401,0.000006054944,0.00002062283,0.0009173057],"genre_scores_gemma":[0.9964674,0.00048066,0.0007063077,0.001065751,0.0003463884,0.000004154194,0.000004819361,0.00001757061,0.0009069751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7135447,"threshold_uncertainty_score":0.9998276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924299751981737,"score_gpt":0.2685303939583676,"score_spread":0.2492873964385503,"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."}}