{"id":"W4311061244","doi":"10.1158/1940-6215.dcis22-pr009","title":"Abstract PR009: Breast cancer (BC) risk reduction in young women with ductal carcinoma in situ (DCIS)","year":2022,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Tamoxifen; Ductal carcinoma; Mastectomy; Population; Gynecology; Breast-conserving surgery; Internal medicine; Cancer; Cohort","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":[0.0006045947,0.000109383,0.0001763265,0.0002191888,0.000231174,0.0002650407,0.000169403,0.0002292611,0.005280094],"category_scores_gemma":[0.002666138,0.00005713319,0.0002500949,0.0003681603,0.0000954221,0.0001749587,0.0002809303,0.0002828128,0.0003607945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002299047,"about_ca_system_score_gemma":0.0005997473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183383,"about_ca_topic_score_gemma":0.002610551,"domain_scores_codex":[0.9997689,0.00009009987,0.00002191146,0.0000303331,0.00005905424,0.00002970592],"domain_scores_gemma":[0.9991233,0.0002633981,0.000328127,0.00002058879,0.00009549951,0.0001691108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007423646,0.0005103885,0.9044094,0.0003267041,0.00008182797,0.0001385855,0.0001982205,0.00007657664,0.0007674465,0.00006727136,0.002874954,0.08980616],"study_design_scores_gemma":[0.00007579598,0.001155083,0.9958522,0.00008356312,0.00006752334,0.0002842877,0.0002362897,0.0001315928,0.0003368582,0.00005294759,0.001720583,0.000003321593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916322,0.001770699,0.0001766653,0.001119851,0.00003858862,0.00008404434,0.001386353,0.0000152215,0.003776472],"genre_scores_gemma":[0.9970217,0.0009148482,0.0003395138,0.0002236553,0.0000532374,0.00004821456,0.0006082576,0.000002452045,0.0007881627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005280094,"threshold_uncertainty_score":0.01766372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522163340054553,"score_gpt":0.3544018306864501,"score_spread":0.3291801972859046,"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."}}