{"id":"W4233576022","doi":"10.1002/9780471420194.tnmc79","title":"Gynaecological Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Gynaecological cancer; Stage (stratigraphy); General surgery; Radiology; Gynecology; Cancer; Internal medicine; 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":[0.00019866,0.0004366914,0.0003030011,0.002623606,0.0006471536,0.0008575668,0.0004258537,0.0005074549,0.1661655],"category_scores_gemma":[0.001612671,0.0001268315,0.0005001668,0.003174713,0.0003073719,0.0004366026,0.0007609737,0.0007456455,0.07111342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007675436,"about_ca_system_score_gemma":0.001404926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921411,"about_ca_topic_score_gemma":0.006994681,"domain_scores_codex":[0.9996628,0.00003045451,0.00002797975,0.00004244107,0.0001167294,0.0001195102],"domain_scores_gemma":[0.9994739,0.00006686647,0.00007441226,0.00005506936,0.0001423601,0.0001873561],"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":[0.0001644964,0.00006321166,0.01313111,0.001327642,0.00003230307,0.003504679,0.0001490311,0.0002192017,0.001048435,0.005816676,0.6264778,0.3480653],"study_design_scores_gemma":[0.00001455302,0.00001749233,0.008856271,0.0004689517,0.00001062202,0.004999063,0.00007100337,0.00002216725,0.0002161326,0.0007997972,0.9845179,0.000006049946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01055311,0.02959432,0.0008979898,0.002755006,0.002314583,0.0002955338,0.04024572,0.0006034637,0.9127403],"genre_scores_gemma":[0.1202638,0.04532097,0.002967475,0.003906129,0.002440298,0.0002863024,0.09588949,0.0007577759,0.7281677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1661655,"threshold_uncertainty_score":0.5558791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727294459624257,"score_gpt":0.3438018851851674,"score_spread":0.3065289405889248,"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."}}