{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003942764,0.0001918736,0.0007658034,0.0001214674,0.00007003533,0.000004217122,0.0001806985,0.00003864998,0.001173805],"category_scores_gemma":[0.000009994514,0.0001293543,0.0001325558,0.0003378596,0.0001814111,0.00004325499,0.00008498978,0.00038646,5.400856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108806,"about_ca_system_score_gemma":0.0006884059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593181,"about_ca_topic_score_gemma":0.0002165434,"domain_scores_codex":[0.9981638,0.0002134556,0.0005584492,0.0002975657,0.0004493544,0.000317349],"domain_scores_gemma":[0.9988,0.0001028141,0.0005162423,0.0003402187,0.0001391864,0.0001015029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001896122,0.00181562,0.9744525,0.0002515927,0.0001464523,0.00001281416,0.001825521,0.0002317628,0.002502541,0.000009873932,0.0003728607,0.01648235],"study_design_scores_gemma":[0.012102,0.00113982,0.9713303,0.0001311017,0.0002184826,0.000009107805,0.0005917706,0.0004991649,0.0008694136,0.00000282756,0.01295915,0.0001468874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933651,0.00131892,0.00002465379,0.0001931145,0.0007555253,0.0009256536,0.003363731,0.00001103046,0.00004229141],"genre_scores_gemma":[0.9992375,0.0001029677,0.00005199579,0.0002473025,0.0001123031,0.0001340218,0.00003943856,0.00003305112,0.00004143787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01633546,"threshold_uncertainty_score":0.9997392,"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."}}