{"id":"W4319825991","doi":"10.1007/s00261-023-03820-5","title":"Gestational trophoblastic disease: an update","year":2023,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Sinai Health System; University Health Network; University of Toronto; Health Sciences Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Molar pregnancy; Gestational trophoblastic disease; Radiology; Pregnancy; Differential diagnosis; Magnetic resonance imaging; Gestation; Gestational trophoblastic neoplasia; Obstetrics; Placental site trophoblastic tumor; Disease; Choriocarcinoma; Pathology; Placenta; Fetus","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":[0.001565242,0.00133509,0.00303083,0.01091536,0.0002847242,0.002094473,0.001135811,0.001620885,0.006471183],"category_scores_gemma":[0.004891437,0.0006852899,0.001295811,0.009033673,0.0006071685,0.002497797,0.001396989,0.001502225,0.001556195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171722,"about_ca_system_score_gemma":0.003853648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513945,"about_ca_topic_score_gemma":0.008989,"domain_scores_codex":[0.9993618,0.0001341743,0.0002218168,0.0000795271,0.0001553445,0.00004735453],"domain_scores_gemma":[0.9963086,0.002150336,0.0007763606,0.00006727102,0.0005337915,0.0001635744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000207716,0.00005835083,0.0008697252,0.1270856,0.0007481703,0.0007306107,0.0001258758,0.0003454162,0.0008779431,0.001032584,0.08721948,0.7806985],"study_design_scores_gemma":[0.0001935269,0.0001893775,0.003549473,0.1060883,0.003931894,0.005361213,0.000196235,0.0001359103,0.0003083805,0.0009178951,0.8790554,0.00007228498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006838056,0.9989266,0.0000377472,0.0002923111,0.0002846271,0.000005585284,0.00007481819,0.000005674759,0.0003043227],"genre_scores_gemma":[0.0003536818,0.9986812,0.0001120484,0.0003877573,0.0002585665,0.000007300715,0.00006851297,0.000001556918,0.000129423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01091536,"threshold_uncertainty_score":0.02164829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07865531354652654,"score_gpt":0.3922403200441006,"score_spread":0.3135850064975741,"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."}}