{"id":"W4322771414","doi":"10.1158/1538-7445.sabcs22-p2-11-10","title":"Abstract P2-11-10: Validation of the Breast Cancer Index (BCI) prognostic models optimized for late distant recurrence in postmenopausal women with early-stage HR+ breast cancer in the TEAM trial","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Hazard ratio; Breast cancer; Internal medicine; Oncology; Proportional hazards model; Stage (stratigraphy); Tamoxifen; Cancer; Confidence interval; Exemestane; Univariate analysis; Multivariate analysis","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":[0.01585775,0.001240996,0.001444292,0.000410274,0.0001777019,0.001366675,0.000976635,0.000550997,0.002218163],"category_scores_gemma":[0.01295284,0.0002480557,0.001492996,0.0004043147,0.0003907925,0.0006968497,0.001035732,0.001494029,0.0006036717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005118484,"about_ca_system_score_gemma":0.000937424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006217101,"about_ca_topic_score_gemma":0.0005987376,"domain_scores_codex":[0.995603,0.003462456,0.0001394881,0.0003914516,0.0002912286,0.0001124529],"domain_scores_gemma":[0.9937686,0.003375027,0.001231938,0.0006707403,0.000406861,0.0005468949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4187481,0.001959056,0.3984903,0.001721245,0.01009094,0.000195293,0.0002345221,0.05236141,0.005185372,0.001703557,0.01179923,0.09751091],"study_design_scores_gemma":[0.06057983,0.09563407,0.3528563,0.0005135327,0.01489051,0.001205309,0.0002772495,0.4438015,0.006787355,0.008099014,0.01503272,0.0003226109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788665,0.002326134,0.01022342,0.0005057249,0.0001218179,0.0008567648,0.003872786,0.000159381,0.003067603],"genre_scores_gemma":[0.9843165,0.0003826708,0.006455264,0.0001975197,0.0001414331,0.0008340963,0.006558964,0.00007444953,0.00103919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585775,"threshold_uncertainty_score":0.08386475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05135266437666297,"score_gpt":0.3668097665606982,"score_spread":0.3154571021840353,"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."}}