{"id":"W2890487515","doi":"10.1093/jnci/djy128","title":"Effects of Radiotherapy in Early-Stage, Low-Recurrence Risk, Hormone-Sensitive Breast Cancer","year":2018,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; McMaster University; University of Toronto; Queen's University","funders":"National Cancer Institute; Graduate School of Public Health, University of Pittsburgh; Juno Therapeutics; NRG Oncology; McMaster University; Celldex Therapeutics; Lombardi Comprehensive Cancer Center, Georgetown University; University of Toronto; Albert-Ludwigs-Universität Freiburg; Genomic Health; American Society of Preventive Oncology; Queen's University; Celgene; AstraZeneca; Eli Lilly and Company; American Cancer Society; Georgetown University; Genentech; University of Pittsburgh; Breast Cancer Research Foundation; University of Texas MD Anderson Cancer Center; National Center for Advancing Translational Sciences; Allegheny Health Network; Pfizer; National Institutes of Health; Ohio State University","keywords":"Lumpectomy; Medicine; Radiation therapy; Breast cancer; Hazard ratio; Oncology; Hormonal therapy; Internal medicine; Confidence interval; Mastectomy; Stage (stratigraphy); Cancer; Proportional hazards model","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007120509,0.0007217522,0.00377466,0.0009014218,0.000169966,0.001015511,0.000671195,0.0008668995,0.001567951],"category_scores_gemma":[0.01541666,0.0003441322,0.009896125,0.0009865763,0.0003796195,0.0005150823,0.000352691,0.0014103,0.000159099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009373883,"about_ca_system_score_gemma":0.0007682922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002417649,"about_ca_topic_score_gemma":0.005281712,"domain_scores_codex":[0.9963348,0.002442539,0.0005004171,0.0003389278,0.0002742669,0.000109117],"domain_scores_gemma":[0.9919373,0.006228806,0.001229571,0.000278375,0.0002219922,0.000104129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.1488912,0.0007121126,0.0458731,0.1553479,0.4515646,0.0003568532,0.0002442197,0.009863488,0.003294354,0.0006559063,0.002490673,0.1807055],"study_design_scores_gemma":[0.04007819,0.03364623,0.099737,0.0227178,0.7856771,0.0008779077,0.0001628324,0.002194985,0.002435441,0.002215919,0.01015035,0.0001063893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1355711,0.8603952,0.0009143581,0.0005533515,0.0003552552,0.0002044285,0.0006610623,0.00003020677,0.001314933],"genre_scores_gemma":[0.8529945,0.1432635,0.00122906,0.0008475464,0.0003265141,0.0002431545,0.0005803116,0.00002100773,0.0004944414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007120509,"threshold_uncertainty_score":0.03765726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121473092783238,"score_gpt":0.3012309398839932,"score_spread":0.2900162089561609,"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."}}