{"id":"W2066415371","doi":"10.1245/s10434-008-0129-2","title":"Progress on BIG 1-02/IBCSG 27-02/NSABP B-37, a Prospective Randomized Trial Evaluating Chemotherapy after Local Therapy for Isolated Locoregional Recurrences of Breast Cancer","year":2008,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Surgical oncology; Trastuzumab; Oncology; Mastectomy; Hormonal therapy; Internal medicine; Population; Chemotherapy; Clinical endpoint; Cancer; Axillary lymph nodes; Adjuvant therapy; Surgery; Randomized controlled trial","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":[0.0005864737,0.0003102371,0.001106162,0.0000633397,0.00008583691,0.000004290256,0.0001716688,0.0002986443,0.00007885614],"category_scores_gemma":[0.00003443352,0.0002193182,0.0005225309,0.0001587712,0.001444419,0.000006633964,0.00004726543,0.0001190841,0.000001395675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004359147,"about_ca_system_score_gemma":0.0004735233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008243391,"about_ca_topic_score_gemma":0.000028115,"domain_scores_codex":[0.9978098,0.0003470662,0.0006364613,0.0005336766,0.0002928154,0.0003801585],"domain_scores_gemma":[0.9981104,0.0003580443,0.0005070027,0.0002102523,0.000729927,0.00008437079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8437307,0.001496098,0.001759885,0.00002153098,0.001037915,0.00001191344,0.0002783651,0.00001911129,0.000314325,0.00005213837,0.0009972225,0.1502808],"study_design_scores_gemma":[0.9318235,0.01825727,0.006937198,0.0001567568,0.0001307821,0.0001194173,0.00007626952,0.000177921,0.02529076,0.0005411919,0.01599285,0.0004961026],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822744,0.006826362,0.0002084626,0.007093208,0.0004519719,0.002610007,0.000237888,0.00001529539,0.0002824208],"genre_scores_gemma":[0.9809231,0.01563592,0.0001988355,0.0004205859,0.0006394476,0.002033883,0.00004694851,0.00002771714,0.00007356441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1497847,"threshold_uncertainty_score":0.8943537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06856582731264929,"score_gpt":0.3963176132336305,"score_spread":0.3277517859209812,"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."}}