{"id":"W2321231905","doi":"10.1093/annonc/mdt084.1","title":"Predicting Risk for Late Metastasis: the PAM50 Risk of Recurrence (ROR) Score After 5 Years of Endocrine Therapy in Postmenopausal Women with Hr+ Early Breast Cancer: a Study On 1,478 Patients from the Abcsg-8 Trial","year":2013,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Metastasis; Retrospective cohort study; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006079126,0.0002079918,0.0007392247,0.00009174504,0.00004334335,0.000005830989,0.0002618977,0.00006067229,0.00008422525],"category_scores_gemma":[0.0001625744,0.0001136334,0.00007708075,0.0002501951,0.0002869114,0.0001105281,0.00005459683,0.0003196428,0.000001339687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006819741,"about_ca_system_score_gemma":0.0001989936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007633042,"about_ca_topic_score_gemma":0.0006585908,"domain_scores_codex":[0.9978767,0.0004665853,0.0006211883,0.0003133772,0.0003547611,0.0003673905],"domain_scores_gemma":[0.9970804,0.0009731035,0.0009422812,0.0004613211,0.0004785734,0.00006435764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1198967,0.001476232,0.5673466,0.00001158464,0.0008985532,0.000003320637,0.009328895,0.00004017135,0.0001369697,0.000001652704,0.00002028725,0.3008391],"study_design_scores_gemma":[0.03979379,0.03922237,0.9177006,0.0001578957,0.0001564255,0.000001724476,0.002042023,0.000009383787,0.000302488,0.0003072704,0.0002138974,0.00009206155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933987,0.0006957403,0.000006162935,0.0008041875,0.0001512806,0.003688123,0.001231069,0.00001033212,0.00001444266],"genre_scores_gemma":[0.9969932,0.0006944408,0.0001292332,0.0003118911,0.000137056,0.001687978,0.000007726704,0.00003076038,0.000007697711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3503541,"threshold_uncertainty_score":0.9989752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042241227615178,"score_gpt":0.3432931430186213,"score_spread":0.3028707307424696,"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."}}