{"id":"W3010523936","doi":"10.1158/1538-7445.sabcs19-p4-10-03","title":"Abstract P4-10-03: The genomic landscape of male breast cancers using the oncomine comprehensive assay for actionable mutations","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Breast cancer; Context (archaeology); Oncology; Cancer; Medicine; Internal medicine; Targeted therapy; Clinical trial; Bioinformatics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041423,0.000184102,0.0002190505,0.0007413395,0.0002133779,0.000334614,0.0002250695,0.0002403038,0.002707672],"category_scores_gemma":[0.0004978373,0.0001019888,0.000130208,0.0005421093,0.0001809456,0.0001096857,0.0002059715,0.0001884101,0.0003566711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374625,"about_ca_system_score_gemma":0.0002501999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009930477,"about_ca_topic_score_gemma":0.002478017,"domain_scores_codex":[0.9997613,0.0000338965,0.0000185267,0.00007398539,0.00007667496,0.00003571127],"domain_scores_gemma":[0.9998148,0.00004421352,0.00006111598,0.00001911936,0.00003646299,0.00002424027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001749119,0.0001506907,0.5122809,0.0002514713,0.0001674,0.001412338,0.0001772725,0.0009626031,0.4177451,0.0004520135,0.00393984,0.06071121],"study_design_scores_gemma":[0.00007149023,0.0005804971,0.8782572,0.00002575298,0.0001288995,0.006474806,0.0001101267,0.001749602,0.1032513,0.000217809,0.009120096,0.00001241572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859058,0.001574568,0.002647109,0.0001360625,0.00001450832,0.0001177452,0.005702592,0.0001223241,0.003779226],"genre_scores_gemma":[0.9882548,0.0003773687,0.004025756,0.0001628215,0.000009786968,0.0001026549,0.00584573,0.00002704653,0.001194124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002707672,"threshold_uncertainty_score":0.009057999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0960737207936746,"score_gpt":0.3974630823927467,"score_spread":0.3013893615990721,"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."}}