{"id":"W4230567452","doi":"10.1002/9781119263906.ch7","title":"GYNAECOLOGICAL TUMOURS","year":2021,"lang":"en","type":"other","venue":"","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cervix; Gynecology; Vulva; Corpus Uteri; Medicine; Stage (stratigraphy); Ovary; Gestational trophoblastic disease; Vagina; Cancer; Fallopian tube; Pathology; Pregnancy; Anatomy; Internal medicine; Biology; Gestation","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":[0.0002090887,0.00049276,0.0003366481,0.001929357,0.0006877427,0.001009822,0.0004888225,0.0006420081,0.134832],"category_scores_gemma":[0.001416179,0.0001484089,0.0004289287,0.002080566,0.0003792779,0.0006150848,0.0008756692,0.000844261,0.0697832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007582935,"about_ca_system_score_gemma":0.001382371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385295,"about_ca_topic_score_gemma":0.00683434,"domain_scores_codex":[0.9997042,0.00003309501,0.00002113992,0.00002999395,0.0001506472,0.00006095515],"domain_scores_gemma":[0.9997298,0.00006330316,0.00003065953,0.00002409996,0.00008278578,0.00006932768],"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":[0.00003773992,0.00002268514,0.001086188,0.0007454651,0.000007349982,0.001755018,0.0001199285,0.0001076041,0.0005979204,0.007090764,0.6190479,0.3693815],"study_design_scores_gemma":[0.000003540682,0.000005672907,0.0005523342,0.0002469525,0.000002139438,0.003250162,0.00003904146,0.000008943633,0.00006623878,0.0005391024,0.9952832,0.000002735448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002310022,0.08664683,0.001287225,0.003523723,0.00521829,0.0001698096,0.005237869,0.0004275075,0.8951787],"genre_scores_gemma":[0.03173522,0.1517514,0.006072254,0.006774996,0.003671922,0.0002274686,0.01166846,0.0004658104,0.7876325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.134832,"threshold_uncertainty_score":0.451058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569855922642045,"score_gpt":0.3002212253966128,"score_spread":0.2745226661701923,"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."}}