{"id":"W2079941204","doi":"10.1158/0008-5472.sabcs10-p4-11-03","title":"Abstract P4-11-03: The Impact of Fractionation on Local Relapse for Patients with Grade 3 Breast Cancer","year":2010,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Lumpectomy; Medicine; Breast cancer; Mastectomy; Radiation therapy; Population; Internal medicine; Hormonal therapy; Oncology; Dose fractionation; Surgery; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00274821,0.0003826974,0.0007942406,0.0004034742,0.0002000108,0.0005536816,0.0009085828,0.000499798,0.005278346],"category_scores_gemma":[0.004308299,0.0001305015,0.003019996,0.0005890005,0.0002466831,0.0002551664,0.0003904989,0.0008045902,0.0003555508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139987,"about_ca_system_score_gemma":0.001663009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160653,"about_ca_topic_score_gemma":0.01228623,"domain_scores_codex":[0.9989588,0.0006223316,0.00006838617,0.0001255063,0.0001282803,0.00009666987],"domain_scores_gemma":[0.9977314,0.001063591,0.0005368855,0.0001642895,0.0001262435,0.0003776543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3378657,0.001390756,0.4313259,0.001530371,0.006558079,0.0001456398,0.00008397575,0.007102862,0.00165443,0.0003923671,0.005780732,0.2061691],"study_design_scores_gemma":[0.02292114,0.03314172,0.9172414,0.0001774823,0.007846239,0.000253825,0.00006308298,0.01222528,0.001003183,0.0008890448,0.004193743,0.00004385528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861378,0.004257385,0.00174885,0.0006393978,0.00007403121,0.000446139,0.004007922,0.0001060078,0.002582492],"genre_scores_gemma":[0.9965091,0.000439459,0.0005769442,0.0001865566,0.00005760469,0.0001681201,0.001210559,0.00001483211,0.0008367733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160653,"threshold_uncertainty_score":0.02307791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542802306409509,"score_gpt":0.383046882921576,"score_spread":0.3576188598574809,"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."}}