{"id":"W6967050286","doi":"10.48321/d1f8a3d88d","title":"Supporting Genomic Testing in Breast, Ovarian and Endometrial Cancer","year":2024,"lang":"en","type":"other","venue":"California Digital Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endometrial cancer; Genetic testing; Ovarian cancer; Personalized medicine; Cancer; Germline; Test (biology); Precision medicine; Epithelial ovarian cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001484935,0.0006598103,0.0007460128,0.001635899,0.00002799975,0.001258497,0.0003469078,0.0004022378,0.002836148],"category_scores_gemma":[0.0002165528,0.0006318145,0.0001353018,0.001447064,0.0001665494,0.0006535671,0.0007096024,0.000611664,0.01924708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193371,"about_ca_system_score_gemma":0.0004358946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215191,"about_ca_topic_score_gemma":0.000009213815,"domain_scores_codex":[0.9971166,0.00004646475,0.0007283909,0.0009886577,0.0002941061,0.0008258243],"domain_scores_gemma":[0.9987198,0.0001989423,0.0003987269,0.0003526985,0.000009137224,0.0003207663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009661125,0.0000551223,0.08602078,0.0005859726,0.0001542674,0.0007065325,0.00001958388,0.000002388584,0.0001248801,0.00006168148,0.894859,0.01731315],"study_design_scores_gemma":[0.0009845803,0.0000188706,0.0006072125,0.001547755,0.00006610573,0.0002449025,0.00002159786,0.0001382639,0.00001377622,0.00134423,0.9942024,0.0008102708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002174759,0.008132429,0.000002925719,0.0001574441,0.0004627568,0.0006817298,0.21385,0.001790541,0.7727475],"genre_scores_gemma":[0.05910351,0.0001568084,0.002006839,0.0005643452,0.01059456,0.0003454509,0.008750085,0.01759682,0.9008816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2050999,"threshold_uncertainty_score":0.9997783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571740383098434,"score_gpt":0.2457670081669007,"score_spread":0.2300496043359163,"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."}}