{"id":"W2738993267","doi":"10.1097/grf.0000000000000312","title":"Preclinical Models of Ovarian Cancer: Pathogenesis, Problems, and Implications for Prevention","year":2017,"lang":"en","type":"review","venue":"Clinical Obstetrics & Gynecology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Ovarian cancer; Pathogenesis; Bioinformatics; Cancer; Cancer prevention; Immunology; 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":[0.003398243,0.0007841831,0.00174975,0.002050417,0.0004068164,0.001759714,0.001317197,0.001397951,0.002569588],"category_scores_gemma":[0.003293125,0.0003610412,0.0007713726,0.001392288,0.001224272,0.00188911,0.000994205,0.002746308,0.0009751535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009263896,"about_ca_system_score_gemma":0.001795409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183167,"about_ca_topic_score_gemma":0.002139128,"domain_scores_codex":[0.9990782,0.0003780341,0.0001028135,0.00008787451,0.0002899139,0.00006326443],"domain_scores_gemma":[0.9970434,0.002090686,0.0002658105,0.000130273,0.0003517054,0.0001180865],"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":[0.000376525,0.0004252174,0.001845273,0.03795245,0.0002321057,0.0006327706,0.0002310333,0.001439116,0.01867551,0.02891364,0.03269367,0.8765827],"study_design_scores_gemma":[0.00007966559,0.001043579,0.002454858,0.009359721,0.0004617302,0.003238919,0.0002994449,0.0005805473,0.009890429,0.01320747,0.959308,0.00007587085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001115151,0.9911484,0.002289578,0.001705509,0.0003725445,0.00006633061,0.0001349591,0.00003782902,0.003129803],"genre_scores_gemma":[0.00434991,0.9920032,0.002140479,0.0004663729,0.0002116118,0.0000746404,0.0001586018,0.000008782522,0.0005864932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003398243,"threshold_uncertainty_score":0.01797181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.426554177975126,"score_gpt":0.51846656473196,"score_spread":0.091912386756834,"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."}}