{"id":"W3134168476","doi":"10.1016/j.ygyno.2021.02.038","title":"Chromosome instability is prevalent and dynamic in high-grade serous ovarian cancer patient samples","year":2021,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"Strong; CancerCare Manitoba Foundation; Diagnostic Services Manitoba; Cancer Research Society","keywords":"Serous fluid; Chromosome instability; Medicine; Ascites; Malignancy; Aneuploidy; Ovarian cancer; Disease; Cancer; Genome instability; Cancer research; Oncology; Internal medicine; Pathology; Chromosome; Biology; Genetics; Gene; DNA damage","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003681608,0.0001319217,0.000212294,0.0007971192,0.0002925204,0.0005831401,0.0001602037,0.000287994,0.001157537],"category_scores_gemma":[0.001332823,0.0001158407,0.0001090145,0.0007236135,0.000217214,0.0001719714,0.0003713102,0.0002220617,0.0002249399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845826,"about_ca_system_score_gemma":0.000171628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107232,"about_ca_topic_score_gemma":0.001914318,"domain_scores_codex":[0.9996699,0.00004580039,0.00003966348,0.0000896063,0.0001124019,0.00004257743],"domain_scores_gemma":[0.9994335,0.000134792,0.0002019203,0.00005739487,0.0001131957,0.00005919357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007355094,0.00004428144,0.8363887,0.0001983947,0.00006388153,0.001315343,0.000621571,0.0003127021,0.1417845,0.000140654,0.0007975782,0.017597],"study_design_scores_gemma":[0.00001766837,0.00018172,0.9655324,0.00002639716,0.00004496698,0.006696234,0.0006286991,0.001391904,0.02108453,0.0001398461,0.004241664,0.00001397082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960811,0.001034544,0.00116773,0.00008033673,0.00001029985,0.0000300701,0.000823274,0.00006504204,0.0007077404],"genre_scores_gemma":[0.9974926,0.0002907719,0.001015176,0.00004274316,0.00000783866,0.00002315742,0.0009530424,0.00000814383,0.0001665551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001157537,"threshold_uncertainty_score":0.003872395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330403201241495,"score_gpt":0.2745615524562043,"score_spread":0.2612575204437893,"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."}}