{"id":"W2515852356","doi":"10.1097/aog.0000000000001554","title":"Second Curettage for Low-Risk Nonmetastatic Gestational Trophoblastic Neoplasia","year":2016,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Cancer Institute; NRG Oncology","keywords":"Medicine; Curettage; Uterine perforation; Gestational trophoblastic disease; Surgery; Gestational age; Dilation and curettage; Obstetrics; Radiology; Pregnancy; Gestation; Population; Abortion","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000100779,0.0001785377,0.0003321317,0.000212143,0.0001405979,0.00002064954,0.00004653911,0.00007768009,0.0004988278],"category_scores_gemma":[0.02327537,0.0001229309,0.00008292627,0.0001841759,0.0001901302,0.00009044904,0.00003829196,0.00008316948,0.0000615418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008903351,"about_ca_system_score_gemma":0.0001592772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001577599,"about_ca_topic_score_gemma":0.00001089063,"domain_scores_codex":[0.998798,0.00004164042,0.0002981579,0.0003490539,0.000187271,0.0003258465],"domain_scores_gemma":[0.9744662,0.02478375,0.0001396103,0.0001393988,0.0002773175,0.0001937218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002270013,0.002706321,0.5710028,0.002870159,0.003153087,0.001155307,0.001387396,0.0001819539,0.01563239,0.08715092,0.05752054,0.2549691],"study_design_scores_gemma":[0.007476293,0.001341546,0.9376557,0.00005967416,0.0004339847,0.00004596379,0.0001184246,0.0006545216,0.0001088069,0.005880139,0.04594798,0.0002769878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846609,0.0005241157,0.01149495,0.0007984163,0.0007670824,0.0005838576,0.0007952342,0.00003330858,0.000342084],"genre_scores_gemma":[0.9886686,0.0003082558,0.006946922,0.0003831152,0.00005815876,0.00012582,0.00004446373,0.00002824818,0.003436389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3666529,"threshold_uncertainty_score":0.984952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009912090837099865,"score_gpt":0.2459062617392576,"score_spread":0.2359941709021577,"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."}}