{"id":"W4414349511","doi":"10.1158/1538-7445.ovarian25-b001","title":"Abstract B001: Next-generation sequencing in ovarian cancer to identify actionable mutations","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ovarian cancer; Homologous recombination; Genetic testing; Mutation; Somatic cell; Gene; Cancer; Germline mutation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007562668,0.00013818,0.0001545024,0.001294196,0.0002016663,0.0004478498,0.0002052056,0.0002910011,0.00396958],"category_scores_gemma":[0.001007162,0.00009927079,0.0001293367,0.0005924484,0.0001917109,0.0001502148,0.0002703315,0.000228425,0.0007296761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523898,"about_ca_system_score_gemma":0.0006278621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005074591,"about_ca_topic_score_gemma":0.007008533,"domain_scores_codex":[0.9997849,0.00005534003,0.00001990731,0.00003252909,0.00007540289,0.00003190208],"domain_scores_gemma":[0.9995135,0.0001628535,0.0001061354,0.00002492103,0.0001038209,0.00008874862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009397649,0.0001414777,0.801874,0.0004285852,0.0001084585,0.003036052,0.0001882603,0.0007927407,0.04371622,0.0004430207,0.01207354,0.136258],"study_design_scores_gemma":[0.0001359665,0.0008632932,0.9258584,0.0001787358,0.000113098,0.01436147,0.000322238,0.005332127,0.0252073,0.0006394591,0.02696712,0.00002065782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668461,0.007777321,0.004937957,0.001040608,0.0001294469,0.0002682307,0.007142635,0.0003499853,0.0115078],"genre_scores_gemma":[0.9866068,0.001667222,0.005409771,0.0004173468,0.000081014,0.00006312415,0.002849404,0.00004722175,0.002858076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005074591,"threshold_uncertainty_score":0.01327956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287472442401375,"score_gpt":0.440328377803814,"score_spread":0.3115811335636766,"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."}}