{"id":"W2598392489","doi":"10.1002/cncr.30658","title":"Are there patients with T1 to T2, lymph node‐negative breast cancer who are “high‐risk” for locoregional disease recurrence?","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Breast cancer; Hazard ratio; Internal medicine; Lymphovascular invasion; Mastectomy; Radiation therapy; Cancer; Oncology; Adjuvant therapy; Systemic therapy; Surgery; Confidence interval; Metastasis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006716138,0.0002247382,0.000469315,0.0008248212,0.0006366759,0.0009108165,0.0005050869,0.0009027533,0.001760681],"category_scores_gemma":[0.003507821,0.0002904506,0.0005836057,0.001374327,0.0006359963,0.001188419,0.0003963099,0.0005410833,0.000390963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225075,"about_ca_system_score_gemma":0.0005240623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430011,"about_ca_topic_score_gemma":0.003294529,"domain_scores_codex":[0.9994379,0.0001242085,0.00008211778,0.0001125828,0.0001053685,0.0001379016],"domain_scores_gemma":[0.9972727,0.0006024698,0.00155343,0.00008347206,0.0001442429,0.0003436553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011984,0.0000245773,0.9959297,0.00001455166,0.00002133989,0.0003432955,0.00007483821,0.00003509275,0.0001090547,0.00001596525,0.000113105,0.003198621],"study_design_scores_gemma":[0.00003700943,0.0002822935,0.9927436,0.0000273395,0.0001047169,0.004826839,0.0007569058,0.0002061706,0.0001510618,0.0001616715,0.0006897399,0.0000127148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983552,0.0006304691,0.00007978062,0.0002404018,0.00001090941,0.00001103801,0.0001057783,0.000002586897,0.0005637076],"genre_scores_gemma":[0.9990687,0.0003425011,0.0001012385,0.000145758,0.00005215403,0.0000123661,0.0001913537,0.000002071075,0.00008379322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001760681,"threshold_uncertainty_score":0.005890071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303726067843515,"score_gpt":0.2719253518278484,"score_spread":0.2588880911494132,"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."}}