{"id":"W2438866487","doi":"10.1016/s0140-6736(18)32552-2","title":"Epithelial ovarian cancer","year":2019,"lang":"en","type":"review","venue":"The Lancet","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1940,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"Cancer Research UK","keywords":"Medicine; Ovarian cancer; Oncology; Disease; Population; Precision medicine; Clinical trial; Breast cancer; Internal medicine; Cancer; Bioinformatics; Intensive care medicine; Pathology; 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":[0.0007752325,0.000845846,0.001728623,0.002597666,0.0002848711,0.001485007,0.0006054259,0.001238478,0.01480819],"category_scores_gemma":[0.001974362,0.000306056,0.0006968244,0.002444332,0.0004887077,0.001206404,0.001145606,0.002460547,0.003859356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286169,"about_ca_system_score_gemma":0.002612026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587418,"about_ca_topic_score_gemma":0.0104208,"domain_scores_codex":[0.9996213,0.00009224666,0.00006055051,0.00004746599,0.0001333669,0.00004512964],"domain_scores_gemma":[0.9994065,0.000240222,0.0001366118,0.00001838539,0.0001348072,0.00006343495],"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":[0.0001119405,0.00002882915,0.0001049906,0.03924832,0.000132938,0.0000733413,0.00003842533,0.0001347733,0.0003329197,0.002458297,0.1467587,0.8105766],"study_design_scores_gemma":[0.00009205633,0.00007735584,0.000560806,0.01874951,0.0003019718,0.000365999,0.00005001761,0.0000323912,0.00006200394,0.001283673,0.9784126,0.00001164067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003223519,0.9957152,0.00003071126,0.0008957791,0.001109913,0.000008717055,0.00005472107,0.000007895951,0.002144911],"genre_scores_gemma":[0.0006114261,0.9950485,0.00008391701,0.001879631,0.0006508982,0.00001167305,0.00006746646,0.000002063574,0.001644515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01480819,"threshold_uncertainty_score":0.04953837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369653155417905,"score_gpt":0.3983659008348641,"score_spread":0.2614005852930736,"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."}}