{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001094581,0.0004345498,0.004079458,0.0002371323,0.0001578834,0.00002786011,0.0003411784,0.001397149,0.00003795758],"category_scores_gemma":[0.008253333,0.0003463489,0.001352282,0.0002325012,0.0003275479,0.00006979628,0.000196965,0.0004697749,0.00000658742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428891,"about_ca_system_score_gemma":0.001593034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002294214,"about_ca_topic_score_gemma":0.00005040993,"domain_scores_codex":[0.9953739,0.0003134161,0.002694523,0.001077386,0.0001389004,0.0004018797],"domain_scores_gemma":[0.9800442,0.01566184,0.002275832,0.001242996,0.0004327306,0.0003423306],"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":[0.00002250074,0.00135611,0.003652501,0.009307999,0.001033518,0.000004751382,0.000007295847,0.000001349666,6.223563e-8,0.002013941,0.0005613148,0.9820387],"study_design_scores_gemma":[0.00308513,0.002229003,0.01278143,0.004134993,0.009559676,0.00002414213,0.000001406874,0.00003227618,1.184534e-7,0.003892608,0.9639814,0.0002777943],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002501276,0.9905504,0.0006229205,0.0008739361,0.001602033,0.005227873,0.0007901893,0.00003193861,0.0002756818],"genre_scores_gemma":[0.0002791445,0.9904432,0.004072306,0.0001065874,0.0003775027,0.003642899,0.0004466704,0.00008091982,0.0005508141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817609,"threshold_uncertainty_score":0.9998993,"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."}}