{"id":"W4240864023","doi":"10.1093/oso/9780190238667.003.0050","title":"Choriocarcinoma","year":2017,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choriocarcinoma; Incidence (geometry); Partial Hydatidiform Mole; Gynecology; Mole; Obstetrics; Malignancy; Medicine; Trophoblastic Tumor; Gestation; Pregnancy; Placenta; Fetus; Biology; Internal medicine; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003460188,0.0002912197,0.0004597969,0.0001308721,0.0002920175,0.00002833552,0.0002996174,0.0002137173,0.0000404098],"category_scores_gemma":[0.00004381033,0.0003136494,0.0002383851,0.000003901852,0.0003282755,0.00004401945,0.0003095087,0.000335367,0.000006603336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003109356,"about_ca_system_score_gemma":0.0007453348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002390299,"about_ca_topic_score_gemma":0.000005506151,"domain_scores_codex":[0.9988547,0.000016335,0.0001181885,0.0003918197,0.0003763677,0.0002425924],"domain_scores_gemma":[0.9986452,0.00006132006,0.0001996636,0.0006377887,0.0002302669,0.0002257733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001890248,0.0001393295,0.0003482681,0.001706059,0.002376401,0.006380102,0.0003950031,0.000002835744,0.00002205503,0.3990834,0.5748712,0.01278508],"study_design_scores_gemma":[0.001276552,0.0001288921,0.003604115,0.0003638728,0.000935374,0.00002040074,0.00002593223,0.000008090142,0.000009723142,0.000304568,0.9930711,0.0002514178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002172526,0.0001413355,0.00003649669,0.00004973241,0.0002202994,0.000431734,0.00021418,0.00009552322,0.9985934],"genre_scores_gemma":[0.001072162,0.0001519708,0.0002807919,0.0000506584,0.0002783103,0.000001400432,0.0001276637,0.00004020088,0.9979969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4181998,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966385176781843,"score_gpt":0.2372787657403029,"score_spread":0.2076149139724845,"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."}}