{"id":"W2035814366","doi":"10.1089/gyn.2010.0031","title":"Adding Endometrial Biopsy to Polypectomy: Is It Worthwhile?","year":2011,"lang":"en","type":"article","venue":"Journal of Gynecologic Surgery","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polypectomy; Biopsy; Endometrial biopsy; Hysteroscopy; Endometrial Polyp; Endometrial cancer; Atypical hyperplasia; Hyperplasia; Endometrial hyperplasia; Radiology; Gynecology; Cancer; Internal medicine; Colonoscopy; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008055318,0.0001988723,0.0008079934,0.0008706418,0.0001051681,0.00002091998,0.0001240272,0.0001646097,0.01693881],"category_scores_gemma":[0.004087024,0.0001319727,0.0005649513,0.0007793456,0.00005453017,0.0001332029,0.0000543846,0.0002802431,0.0003172541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947023,"about_ca_system_score_gemma":0.0002437945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001258981,"about_ca_topic_score_gemma":0.000002983854,"domain_scores_codex":[0.9981548,0.00008936245,0.0008098715,0.0002139022,0.0003362769,0.0003957729],"domain_scores_gemma":[0.9965439,0.002028951,0.0004702204,0.0002150676,0.000306402,0.0004354922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006362583,0.002086574,0.9326549,0.00001968819,0.000736272,0.005432278,0.0003237749,9.700368e-7,0.0007763975,0.00009160732,0.04029397,0.01694726],"study_design_scores_gemma":[0.001921536,0.002289556,0.9806631,0.00009961571,0.0003239327,0.0006540981,0.0003276872,9.419393e-7,0.001749539,0.0004476786,0.0113179,0.0002044354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844365,0.0001732467,0.00005079532,0.001044595,0.001416783,0.0002267851,0.00001612812,0.00002617864,0.01260903],"genre_scores_gemma":[0.9934795,0.00005329546,0.003414793,0.002104856,0.0001935686,0.00001449925,0.000004872309,0.00001510471,0.0007194862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04800814,"threshold_uncertainty_score":0.9839599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308947733220448,"score_gpt":0.3152246686008424,"score_spread":0.1843298952787976,"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."}}