{"id":"W2130090226","doi":"10.1200/jco.2008.18.1891","title":"Intervals Longer Than 20 Weeks From Breast-Conserving Surgery to Radiation Therapy Are Associated With Inferior Outcome for Women With Early-Stage Breast Cancer Who Are Not Receiving Chemotherapy","year":2008,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia; BC Cancer Agency","funders":"American Society of Clinical Oncology","keywords":"Medicine; Hazard ratio; Breast cancer; Proportional hazards model; Radiation therapy; Confidence interval; Chemotherapy; Breast-conserving surgery; Internal medicine; Confounding; Stage (stratigraphy); Surgery; Cancer; Gynecology; Oncology; Mastectomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115124,0.0003123709,0.001618419,0.00009197143,0.0001289007,0.00002505832,0.0002406019,0.00037046,0.00006621207],"category_scores_gemma":[0.000523962,0.0002135198,0.0003205792,0.0001454285,0.0001694472,0.00003121788,0.00005481028,0.0003284206,0.000001507612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308938,"about_ca_system_score_gemma":0.0007568964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002739543,"about_ca_topic_score_gemma":0.002050524,"domain_scores_codex":[0.9972779,0.00033615,0.001272984,0.0004100772,0.0002754398,0.0004274945],"domain_scores_gemma":[0.9951746,0.001107317,0.002464031,0.0002599414,0.0007100024,0.0002841172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01745654,0.0005338502,0.9510916,0.000009699916,0.002004784,0.00005895074,0.0004740901,0.00004780172,0.0005469195,1.503194e-7,0.001313989,0.02646164],"study_design_scores_gemma":[0.006763716,0.002294534,0.9859971,0.0002542173,0.00007938174,0.00009511097,0.0002330296,0.000005200873,0.0004512747,0.000004632157,0.003553064,0.0002687764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875779,0.0003356402,0.0002046407,0.01067813,0.000399683,0.0003099192,0.0004630738,0.0000121005,0.00001888088],"genre_scores_gemma":[0.9918008,0.001377405,0.0003196581,0.00487377,0.001159394,0.00009820912,0.00001959759,0.0000611989,0.0002899214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03490548,"threshold_uncertainty_score":0.8707086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07716643206880092,"score_gpt":0.3776667982616139,"score_spread":0.300500366192813,"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."}}