{"id":"W4313245269","doi":"10.3390/curroncol30010021","title":"Increased Circulating Epithelial Tumor Cells (CETC/CTC) over the Course of Adjuvant Radiotherapy Is a Predictor of Less Favorable Outcome in Patients with Early-Stage Breast Cancer","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Medicine; Circulating tumor cell; Breast cancer; Internal medicine; Adjuvant; Oncology; Radiation therapy; Stage (stratigraphy); Hazard ratio; Biomarker; Cancer; Primary tumor; Incidence (geometry); Metastasis; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002225581,0.0001409914,0.0002214994,0.0002899017,0.000167894,0.0002923258,0.0001492892,0.0002746476,0.001326125],"category_scores_gemma":[0.001142662,0.000111985,0.0001521572,0.0003956719,0.0001471103,0.00014837,0.0001323171,0.0004238688,0.000188678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835331,"about_ca_system_score_gemma":0.0001622603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009185431,"about_ca_topic_score_gemma":0.00120454,"domain_scores_codex":[0.9999083,0.00001965491,0.000009632456,0.00002298059,0.00002147336,0.00001788935],"domain_scores_gemma":[0.9989753,0.0002460226,0.0005191217,0.00004922549,0.00007937378,0.0001309438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003064908,0.00002934951,0.9966562,0.000007352108,0.00001441143,0.00006195156,0.00001302882,0.000048734,0.0008720527,0.000004071686,0.00006239734,0.00192389],"study_design_scores_gemma":[0.000008816794,0.0001352645,0.998701,0.000002227866,0.00002220695,0.000478813,0.00002173604,0.0001874478,0.0002776672,0.00001173842,0.0001512451,0.000001850497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992443,0.0003317768,0.0001067623,0.00002497679,0.000005804241,0.000003202733,0.00008628189,0.000005383929,0.0001914425],"genre_scores_gemma":[0.9994636,0.00009374176,0.0001011212,0.00001247743,0.00001111215,0.000002974315,0.0001744688,0.000001540308,0.0001390605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326125,"threshold_uncertainty_score":0.004436314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703027480617315,"score_gpt":0.3475229168964769,"score_spread":0.3004926420903037,"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."}}