{"id":"W4238978858","doi":"10.1002/9780471420194.tnmc30.pub3","title":"Gynaecological Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine","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":[0.0002283266,0.0004833268,0.0003037943,0.001914175,0.0005043847,0.0008540094,0.0003482903,0.0004754961,0.1681697],"category_scores_gemma":[0.00151776,0.0001233191,0.0004090298,0.001635991,0.0003114402,0.0005196976,0.0007539503,0.0009233279,0.07487155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006136502,"about_ca_system_score_gemma":0.001207062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211486,"about_ca_topic_score_gemma":0.003383473,"domain_scores_codex":[0.9997173,0.0000364472,0.00002644582,0.00002841305,0.0001188222,0.00007255521],"domain_scores_gemma":[0.999584,0.00008031162,0.00004102871,0.0000288449,0.0001013628,0.0001643783],"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":[0.00007654027,0.00003690609,0.002733455,0.0008046072,0.000009414529,0.001668114,0.00008366459,0.0001167207,0.001268211,0.00484239,0.5374344,0.4509256],"study_design_scores_gemma":[0.000006005266,0.00001926491,0.002309712,0.0004518298,0.000003731742,0.00464702,0.00004843026,0.00001391479,0.0002164169,0.0008432303,0.9914358,0.000004471467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005284358,0.07540716,0.001907362,0.005868645,0.008582244,0.0002569805,0.01196437,0.0007091218,0.8900198],"genre_scores_gemma":[0.05374251,0.1189225,0.005484356,0.006618707,0.007556861,0.0002135768,0.02455438,0.0007938691,0.7821132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1681697,"threshold_uncertainty_score":0.5625836,"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."}}