{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001949103,0.000143865,0.0002134876,0.00007960588,0.00009307224,0.00001004602,0.0002443453,0.00007154512,0.000007946008],"category_scores_gemma":[0.0001175906,0.0001003083,0.0001340975,0.0002184434,0.0003465553,0.00002641214,0.00005914393,0.0001638245,7.938481e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784908,"about_ca_system_score_gemma":0.0005295603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017865,"about_ca_topic_score_gemma":0.001097114,"domain_scores_codex":[0.9989154,0.00007924793,0.0002935971,0.000156716,0.000402646,0.0001523862],"domain_scores_gemma":[0.9984532,0.00003541848,0.0005068803,0.0000904643,0.0008711529,0.00004285946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008796144,0.001002647,0.4505389,0.000220056,0.00368573,0.000033723,0.003292486,0.01100246,0.4716003,0.0004796525,0.01779195,0.03155591],"study_design_scores_gemma":[0.002188105,0.0001397837,0.8576366,0.0002197407,0.00005823912,0.00003550469,0.00001352888,0.00003123184,0.1354296,0.00006519465,0.004054764,0.0001276541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935231,0.003712092,0.0001605888,0.000625336,0.001405145,0.0001521028,0.0003001852,0.000001762515,0.0001197102],"genre_scores_gemma":[0.9939504,0.003866654,0.0001777604,0.0003128236,0.001585172,0.00001990629,0.000001815852,0.00001110432,0.00007435749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4070978,"threshold_uncertainty_score":0.4090455,"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."}}