{"id":"W2139918385","doi":"10.1053/ctrv.2001.0205","title":"Does treatment at the time of locoregional failure of breast cancer alter prognosis?","year":2001,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Systemic therapy; Breast cancer; Radiation therapy; Cancer; Oncology; Internal medicine; Intensive care medicine; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009344564,0.001228328,0.003384714,0.00008417611,0.0001472539,0.00001462017,0.0004288823,0.0003282741,0.0009257308],"category_scores_gemma":[0.000006872551,0.0004857617,0.002003222,0.0003357911,0.0004301526,0.000007350764,0.000197072,0.00008688714,0.00006216962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120871,"about_ca_system_score_gemma":0.0006669189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008686909,"about_ca_topic_score_gemma":0.001665694,"domain_scores_codex":[0.9966599,0.0003281924,0.001210762,0.001031844,0.0002635619,0.000505686],"domain_scores_gemma":[0.996923,0.00006665715,0.00153827,0.001190419,0.0001541771,0.0001275228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009333349,0.0005901071,0.001504497,0.003761702,0.004115978,0.000005731918,0.0000987525,0.000002786981,0.00005943278,0.000003182481,0.008663679,0.9811008],"study_design_scores_gemma":[0.0009438903,0.0003546785,0.000127277,0.007438895,0.00619348,0.00006386923,0.00001330674,2.13973e-7,0.0007915419,0.000002321975,0.9836147,0.0004557988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001494783,0.9912225,0.000001341399,0.0005844786,0.000256348,0.003754789,0.003846718,0.00001258454,0.0001717784],"genre_scores_gemma":[0.00004147999,0.9805737,0.00005261807,0.00006387771,0.0008364574,0.01134218,0.001123046,0.0001059223,0.005860728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.980645,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658015217378618,"score_gpt":0.3387142203316966,"score_spread":0.3021340681579104,"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."}}