{"id":"W4388278788","doi":"10.1016/s0140-6736(23)01614-8","title":"Effective and safe regional node irradiation in early breast cancer","year":2023,"lang":"en","type":"letter","venue":"The Lancet","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Ontario Clinical Oncology Group; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Breast cancer; Mastectomy; Randomized controlled trial; Cancer; Breast-conserving surgery; Oncology; Clinical trial; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00657493,0.0004503918,0.00119117,0.0004370152,0.001300708,0.001184656,0.001199589,0.02063493,0.004249405],"category_scores_gemma":[0.01626374,0.0005159429,0.0007020275,0.000582521,0.002209785,0.001494046,0.0007992956,0.01365509,0.001502429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558864,"about_ca_system_score_gemma":0.003374182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004103154,"about_ca_topic_score_gemma":0.01382424,"domain_scores_codex":[0.9969487,0.001731221,0.0002620007,0.000172863,0.0005910773,0.0002942241],"domain_scores_gemma":[0.987188,0.01038332,0.0004815101,0.0003649456,0.0005045506,0.001077727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002658158,0.0002352569,0.003000276,0.000632307,0.0001132183,0.001810909,0.0001845489,0.0002195384,0.001649062,0.009749866,0.9123314,0.06741531],"study_design_scores_gemma":[0.001999663,0.001072311,0.01000684,0.0007126466,0.0002340831,0.001781527,0.0003391935,0.0003272059,0.001697859,0.02177345,0.9599849,0.00007048494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002506967,0.01803701,0.0002339902,0.9480109,0.02291798,0.00004497113,0.0001983364,0.00002593482,0.008023936],"genre_scores_gemma":[0.02057921,0.01101336,0.000392995,0.8958988,0.06156711,0.0001539189,0.0001083142,0.00003192573,0.0102543],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02063493,"threshold_uncertainty_score":0.03477198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652732606678483,"score_gpt":0.2665913358997802,"score_spread":0.2500640098329954,"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."}}