{"id":"W2159362275","doi":"10.3747/co.21.2000","title":"Risk Factors for Locoregional Recurrence After Postmastectomy Radiotherapy in Breast Cancer Patients with Four or More Positive Axillary Lymph Nodes","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Xiamen University","keywords":"Medicine; Breast cancer; Hazard ratio; Internal medicine; Oncology; Univariate analysis; Proportional hazards model; Concomitant; Axillary lymph nodes; Confidence interval; Stage (stratigraphy); Multivariate analysis; Population; Radiation therapy; Cancer; Gynecology","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":[0.0003532958,0.0001758612,0.0002099097,0.0004124437,0.0001810174,0.0002543574,0.0002528011,0.0003344998,0.001325816],"category_scores_gemma":[0.001689128,0.0001453454,0.0003911919,0.0004380506,0.0001615282,0.0002537363,0.0001832208,0.0003948066,0.0001674949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913311,"about_ca_system_score_gemma":0.0002540411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643191,"about_ca_topic_score_gemma":0.002771523,"domain_scores_codex":[0.9998236,0.00005033952,0.00001878315,0.00002887416,0.00004221714,0.00003619391],"domain_scores_gemma":[0.9990203,0.0002166906,0.0005567901,0.00003394097,0.00005530668,0.0001170424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007715075,0.00001687016,0.99867,0.000005267257,0.00001820285,0.00009507016,0.00001111791,0.0000285792,0.0000718954,0.000002673058,0.00003888978,0.0009643565],"study_design_scores_gemma":[0.000008144966,0.0001424366,0.998616,0.000004536172,0.00003449702,0.0008324065,0.00004219261,0.0001479709,0.00006437275,0.00000890621,0.00009634242,0.000002245716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992754,0.0004339182,0.00003530422,0.0000327823,0.000003950292,0.000004025842,0.00006583393,0.000002538442,0.0001463011],"genre_scores_gemma":[0.9997097,0.0000643758,0.00003961315,0.00001212575,0.000008637514,0.000003730986,0.00008717459,6.813968e-7,0.00007399159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001643191,"threshold_uncertainty_score":0.004435301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963462332214126,"score_gpt":0.3138568750912535,"score_spread":0.2942222517691123,"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."}}