{"id":"W3208913464","doi":"10.1016/j.ijrobp.2021.07.746","title":"Impact of Post-Mastectomy Radiation Therapy in Women With T1-2N1M0 Breast Cancer With Sentinel Lymph Node Biopsy Alone","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sentinel lymph node; Breast cancer; Mastectomy; Lymphovascular invasion; Radiation therapy; Axillary Lymph Node Dissection; Cumulative incidence; Biopsy; Lymph node; Cancer; Oncology; Internal medicine; Surgery; Metastasis; Cohort","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":[0.0006244715,0.0002389603,0.0003834062,0.0002476471,0.0002702394,0.0004206386,0.0002742912,0.000407395,0.003235911],"category_scores_gemma":[0.002167769,0.0001060869,0.0008944631,0.0003601865,0.0002300299,0.0003956027,0.0004148291,0.0004253079,0.00023559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006896418,"about_ca_system_score_gemma":0.0007612677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006308048,"about_ca_topic_score_gemma":0.01183889,"domain_scores_codex":[0.9995568,0.0002071631,0.00001965741,0.00005527509,0.00006229877,0.0000987174],"domain_scores_gemma":[0.9993125,0.0003238281,0.000141542,0.00002740652,0.00005433695,0.0001403899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06166838,0.002278513,0.8357992,0.0004078033,0.001279124,0.0006440084,0.0003656557,0.001083235,0.005259827,0.0003235064,0.001146639,0.0897441],"study_design_scores_gemma":[0.0002765981,0.009357361,0.9865044,0.00004866153,0.0008734514,0.0002302908,0.0004272635,0.0001835994,0.0005100342,0.0001244556,0.001455814,0.000008109265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915968,0.004616699,0.00003729177,0.0007357576,0.0000594944,0.00002180167,0.0003352507,0.000002396008,0.002594586],"genre_scores_gemma":[0.9977048,0.00103892,0.00003190519,0.0001525792,0.00005022863,0.000009188047,0.0002568731,0.000002358518,0.0007532366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006308048,"threshold_uncertainty_score":0.01254267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008072396487921992,"score_gpt":0.2961166462083714,"score_spread":0.2880442497204494,"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."}}