{"id":"W2125451084","doi":"10.1016/j.clon.2003.10.008","title":"Effect of Delay in Initiating Radiotherapy for Patients with Early Stage Breast Cancer","year":2003,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Radiation therapy; Breast cancer; Stage (stratigraphy); Mastectomy; Multivariate analysis; Cancer; Univariate analysis; Surgery; Oncology; Internal medicine","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":[0.0004133335,0.0001255032,0.0004021593,0.00002240232,0.00002665213,0.000002142371,0.00007267037,0.000177587,0.00001712715],"category_scores_gemma":[0.000214738,0.00009062731,0.0000882485,0.00005987879,0.0001489871,0.000002777591,0.00001921512,0.00008101544,5.062927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005619445,"about_ca_system_score_gemma":0.0001467005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007409912,"about_ca_topic_score_gemma":0.0002472635,"domain_scores_codex":[0.9988292,0.0002957662,0.0003475676,0.0002739929,0.00005605867,0.0001974194],"domain_scores_gemma":[0.999063,0.0004587002,0.0001932603,0.0001474833,0.00009080499,0.0000468143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002845485,0.0003882604,0.9711809,0.00002344949,0.0001977748,0.000001985773,0.00003180488,0.00001938516,0.0001406086,0.00002321422,0.00009105674,0.02505609],"study_design_scores_gemma":[0.01381989,0.01018207,0.9669091,0.00002621033,0.00005931001,0.000002350204,0.00001121785,0.000004861278,0.001464681,0.000006643869,0.007378104,0.0001356238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985142,0.0002974444,0.0001360273,0.00009169374,0.000190361,0.0004257287,0.00009549154,0.00000378856,0.0002452854],"genre_scores_gemma":[0.9983127,0.0001811068,0.0009084922,0.0002323616,0.0001023754,0.0001925477,0.00002320936,0.0000191543,0.00002804297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02492047,"threshold_uncertainty_score":0.3695675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832995497362166,"score_gpt":0.3861306179538587,"score_spread":0.3678006629802371,"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."}}