{"id":"W3013769352","doi":"10.1158/1538-7445.sabcs19-p3-08-22","title":"Abstract P3-08-22: The mutational landscape of cancer driver genes in matched primary ductal carcinoma <i>in situ</i> and recurrent ductal carcinoma <i>in situ</i> or recurrent invasive cancers","year":2020,"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":"Ontario Institute for Cancer Research","funders":"","keywords":"Ductal carcinoma; Medicine; Breast cancer; Oncology; Radiation therapy; Mastectomy; Cancer; Internal medicine; Breast-conserving surgery; Carcinoma","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":[0.0001100556,0.00009135416,0.0002297611,0.0003271792,0.0001701616,0.0002091406,0.0000859436,0.0001653681,0.002211949],"category_scores_gemma":[0.0003002506,0.00006037217,0.0001527207,0.000263786,0.0001493853,0.00007173476,0.0001434244,0.000120715,0.0003143828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465917,"about_ca_system_score_gemma":0.0001151913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000978281,"about_ca_topic_score_gemma":0.0008976604,"domain_scores_codex":[0.9999189,0.000009928079,0.000006657589,0.00002046514,0.00001865316,0.0000253352],"domain_scores_gemma":[0.9998646,0.00003447029,0.00003152352,0.00001057961,0.00002507585,0.00003382428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004072933,0.0001872836,0.5333298,0.0001134891,0.0001309519,0.002731036,0.0003433705,0.0002824076,0.4409872,0.000121137,0.0004041259,0.01729634],"study_design_scores_gemma":[0.00004732563,0.001048698,0.9643978,0.000006133683,0.00008868465,0.006184285,0.000294855,0.0005042006,0.02613141,0.00006779111,0.001223405,0.000005252575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991826,0.0001770749,0.00006972125,0.000007217856,0.000001868872,0.000006797758,0.0001770314,0.000003412835,0.0003741608],"genre_scores_gemma":[0.9994789,0.0000393488,0.00006001972,0.000008782634,0.000001700655,0.000004913197,0.0002369875,0.000001644566,0.0001677614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002211949,"threshold_uncertainty_score":0.007399738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03725455107218734,"score_gpt":0.3195665107808442,"score_spread":0.2823119597086569,"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."}}