{"id":"W2990592270","doi":"10.1016/j.gore.2019.100521","title":"Targeted sequencing of histologically defined serous endometrial cancer reflects prognosis and correlates with preoperative biopsy","year":2019,"lang":"en","type":"article","venue":"Gynecologic Oncology Reports","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"American Physicians Fellowship for Medicine in Israel; Cancer Research Foundation","keywords":"Medicine; Serous fluid; Endometrial cancer; Biopsy; Oncology; Cancer; Internal medicine; Pathology; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.000331721,0.0002277398,0.0005206182,0.00008020646,0.00007407456,0.00001330727,0.0001003067,0.000407296,0.0001150261],"category_scores_gemma":[0.0008976299,0.0001729295,0.00006642057,0.00016702,0.0002355337,0.000006063493,0.0001510728,0.0001569937,0.000002099548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189359,"about_ca_system_score_gemma":0.0008660548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001466186,"about_ca_topic_score_gemma":0.0003667871,"domain_scores_codex":[0.9983632,0.0001006375,0.0004750494,0.0006242447,0.0001120683,0.0003248208],"domain_scores_gemma":[0.9985374,0.0002619083,0.0005601572,0.0002856723,0.0002578703,0.00009701023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004691935,0.00016514,0.6348672,0.00003942394,0.0002210875,0.000382519,0.0001344233,0.0006303668,0.360745,0.00009150316,0.0004450292,0.001809137],"study_design_scores_gemma":[0.01080282,0.04840841,0.4357196,0.0001622649,0.0009327517,0.006218617,0.0009005197,0.0002673783,0.4618323,0.00138159,0.03141224,0.001961536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936746,0.002357975,0.00005282955,0.0001517754,0.0006277768,0.0008368521,0.00002452274,0.00002089419,0.002252792],"genre_scores_gemma":[0.9951313,0.0006197289,0.003347651,0.0002677481,0.00007401512,0.0001877701,0.00008019692,0.00001936365,0.000272208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991476,"threshold_uncertainty_score":0.7051862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373876734688028,"score_gpt":0.2654111252898101,"score_spread":0.2516723579429298,"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."}}