{"id":"W2997921695","doi":"10.1002/9780471420194.tnmc37.pub3","title":"Gestational Trophoblastic Neoplasms","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Choriocarcinoma; Medicine; Trophoblastic Tumor; Gestational trophoblastic disease; Trophoblastic neoplasm; Gynecology; Gestational trophoblastic neoplasia; Gestation; Placental site trophoblastic tumor; Physical examination; Obstetrics; Pathology; Placenta; Pregnancy; Radiology; Fetus; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000261341,0.0003447352,0.0005372789,0.0002513017,0.0000824841,0.00002012172,0.0001515124,0.0001680267,0.01936065],"category_scores_gemma":[0.0007299813,0.0002986951,0.0001432027,0.00005963503,0.0002354712,0.00002024675,0.00006912494,0.0002455176,0.00148686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006435641,"about_ca_system_score_gemma":0.000459214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005245375,"about_ca_topic_score_gemma":0.0001462708,"domain_scores_codex":[0.9985667,0.00001670947,0.0002041068,0.0003961029,0.0005448862,0.0002714634],"domain_scores_gemma":[0.9987457,0.000145892,0.0002766688,0.0004895007,0.000131101,0.000211183],"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":[0.00009593586,0.0002986915,0.0001390311,0.0002759341,0.0003228222,0.0002675738,0.00001490709,0.000003304704,0.00002257738,0.0001879761,0.9967839,0.001587415],"study_design_scores_gemma":[0.001470374,0.0001848598,0.02765983,0.001259517,0.0004291802,0.00005476517,0.00001977437,0.0001028017,0.000001529874,0.0001554581,0.9683806,0.0002813391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000455758,0.001455031,0.0003167631,0.001429498,0.0009756791,0.0007150385,0.02026375,0.0004855102,0.973903],"genre_scores_gemma":[0.000833004,0.0003274494,0.01026079,0.0003066306,0.001644002,0.0000477887,0.007044196,0.0004528615,0.9790833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02840326,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227713285100118,"score_gpt":0.3163041125950323,"score_spread":0.2935327840850205,"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."}}