{"id":"W4409752544","doi":"10.1136/bmjmed-2024-001017","title":"Monitoring complete hydatidiform molar pregnancies after normalisation of human chorionic gonadotrophin: national retrospective population study","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Toronto","funders":"Imperial Experimental Cancer Medicine Centre; Imperial College London; National Institute for Health and Care Research; NIHR Imperial Biomedical Research Centre; Cancer Research UK","keywords":"Gestational trophoblastic disease; Gestational trophoblastic neoplasia; Medicine; Gynecology; Molar pregnancy; Partial Hydatidiform Mole; Trophoblastic Tumor; Obstetrics; Retrospective cohort study; Placental site trophoblastic tumor; Population; Gestational age; Pregnancy; Choriocarcinoma; Gestation; Fetus; Internal medicine; Placenta; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002737351,0.0003759638,0.0005796775,0.001303287,0.0005072852,0.0006995222,0.0009227932,0.0005895989,0.001150666],"category_scores_gemma":[0.01236479,0.0008122264,0.0003728088,0.00196404,0.000626453,0.0008046803,0.001124606,0.000479576,0.0003436376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235282,"about_ca_system_score_gemma":0.001375815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02417747,"about_ca_topic_score_gemma":0.02375037,"domain_scores_codex":[0.9958804,0.00171486,0.000462182,0.0008913031,0.0007291319,0.0003221277],"domain_scores_gemma":[0.9926682,0.001394105,0.00335032,0.0009122766,0.001007808,0.0006673047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001679586,0.00001727963,0.9986243,0.00002165926,0.00004354589,0.0001194746,0.0000950311,0.00002582325,0.00006660371,0.000008994837,0.00009884555,0.0007105272],"study_design_scores_gemma":[0.00005800484,0.000290729,0.9978021,0.00002024221,0.0000483612,0.0008720874,0.0002804921,0.0001570248,0.0000724495,0.00001502031,0.0003754887,0.000007981962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977011,0.0002913329,0.0002438011,0.00003482402,0.000004548973,0.0001137328,0.001150486,0.000005840551,0.0004543476],"genre_scores_gemma":[0.9977353,0.0002086339,0.0003548045,0.00005803902,0.000009047678,0.000177573,0.001309518,0.00000291739,0.0001441766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02417747,"threshold_uncertainty_score":0.04807347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665922729643167,"score_gpt":0.3741702975071631,"score_spread":0.3375110702107315,"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."}}