{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001939045,0.000929404,0.001575771,0.0003252671,0.0003694324,0.0009969994,0.0007133197,0.001105068,0.001192737],"category_scores_gemma":[0.002217718,0.0004427753,0.001361479,0.0005951095,0.0004243066,0.0009217612,0.0005692879,0.001401142,0.0002385472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887446,"about_ca_system_score_gemma":0.0004108033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530815,"about_ca_topic_score_gemma":0.002504772,"domain_scores_codex":[0.9994707,0.000267451,0.00003785741,0.0001103039,0.0000563742,0.00005737894],"domain_scores_gemma":[0.9986283,0.0004617785,0.0004180137,0.0001656876,0.00006198802,0.0002643534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07799296,0.0008447166,0.9023627,0.0001353179,0.002875299,0.0001234252,0.0001277854,0.0007228503,0.001176623,0.00006954097,0.000691344,0.01287752],"study_design_scores_gemma":[0.009715708,0.007935982,0.9761836,0.00003742752,0.002959216,0.0002693754,0.0001789036,0.001322554,0.0002701253,0.0002303747,0.0008539433,0.00004293485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982889,0.000992412,0.00004548774,0.00007943151,0.00001661764,0.00001948148,0.0003209924,0.00000442576,0.0002320648],"genre_scores_gemma":[0.9979949,0.0004197223,0.00009385061,0.00008500986,0.00006719461,0.00003339563,0.0009787636,0.000004148152,0.000323039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939045,"threshold_uncertainty_score":0.01025474,"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."}}