{"id":"W3033247206","doi":"10.1371/journal.pgen.1008808","title":"In vivo modeling of metastatic human high-grade serous ovarian cancer in mice","year":2020,"lang":"en","type":"article","venue":"PLoS Genetics","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Cancer Institute; National Center for Advancing Translational Sciences; Indiana University Bloomington; National Institute of Child Health and Human Development; School of Medicine, Indiana University; University of Illinois at Chicago; Breast Cancer Research Foundation; Chungbuk National University; University of Illinois at Urbana-Champaign; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Indiana University Health","keywords":"Ovarian cancer; Biology; Metastasis; Cancer research; Serous fluid; Cancer; Serous carcinoma; Ovarian carcinoma; Ovary; Peritoneal cavity; PTEN; In vivo; Pathology; PI3K/AKT/mTOR pathway; Medicine; Genetics; Signal transduction","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":[0.0006054929,0.0006285989,0.0003627773,0.000899596,0.0003238842,0.0005614517,0.0006780279,0.0009582927,0.002545628],"category_scores_gemma":[0.0002112608,0.0004112229,0.0005285703,0.0003756695,0.0003302689,0.0003784107,0.0004018092,0.001635174,0.0006565858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989454,"about_ca_system_score_gemma":0.000446899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480627,"about_ca_topic_score_gemma":0.002350937,"domain_scores_codex":[0.9997581,0.0000395083,0.00002003138,0.0000488341,0.00009055277,0.00004296109],"domain_scores_gemma":[0.9997302,0.00004465836,0.00007969197,0.0000343551,0.00003116104,0.00008002623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004378643,0.0003284235,0.001023582,0.0002277257,0.00003865911,0.0003546644,0.0001076651,0.004567795,0.980494,0.004647141,0.00140143,0.006371151],"study_design_scores_gemma":[0.000415472,0.002403478,0.005769484,0.0001657421,0.0001879729,0.002205712,0.0001627451,0.03539941,0.8622087,0.00257794,0.08844967,0.00005367306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7709439,0.01037908,0.1832838,0.001803517,0.0006203225,0.001693744,0.00975242,0.001909927,0.01961325],"genre_scores_gemma":[0.8742173,0.008860325,0.08711638,0.000476892,0.00006967168,0.001948628,0.005315678,0.0003524214,0.02164263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002545628,"threshold_uncertainty_score":0.008515954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06703386776402094,"score_gpt":0.3093851716651154,"score_spread":0.2423513039010944,"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."}}