{"id":"W2407120253","doi":"10.1158/1538-7445.sabcs15-p4-11-10","title":"Abstract P4-11-10: Breast cancer patients' preferences for adjuvant radiotherapy post-lumpectomy: Whole breast irradiation versus partial breast irradiation-single institutional study","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Lumpectomy; Medicine; Breast cancer; Radiation therapy; Breast-conserving surgery; Oncology; Cancer; Stage (stratigraphy); Ductal carcinoma; Regimen; Mastectomy; Internal medicine; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003167361,0.0003581494,0.0006185693,0.0008033254,0.0007676606,0.0007454899,0.0005415874,0.000583973,0.006108079],"category_scores_gemma":[0.007245693,0.0004107974,0.001049078,0.001238646,0.0005683093,0.0008684509,0.0007348796,0.0008765202,0.0007635269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008733927,"about_ca_system_score_gemma":0.001069996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901127,"about_ca_topic_score_gemma":0.003238085,"domain_scores_codex":[0.9981748,0.00101147,0.0002137453,0.000134817,0.0002099088,0.0002553027],"domain_scores_gemma":[0.9929265,0.002894909,0.002256845,0.0001957779,0.0004646333,0.001261257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005251002,0.004625767,0.9829957,0.0001218328,0.0001394032,0.0001484789,0.001414033,0.00009610728,0.0002997342,0.00003836547,0.0005367798,0.004332836],"study_design_scores_gemma":[0.0008660747,0.01792346,0.9718332,0.0000549846,0.0001367364,0.0003572987,0.007083495,0.0004666329,0.0004471208,0.00006153157,0.0007279982,0.00004145764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990722,0.00003197032,0.00003319511,0.00004150379,0.00000477766,0.0001691309,0.0002924081,0.000001612151,0.0003531133],"genre_scores_gemma":[0.998974,0.00003474431,0.00009616634,0.00009672233,0.000009611605,0.0003230138,0.0002259809,0.000001469988,0.0002382627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006108079,"threshold_uncertainty_score":0.02043355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04576931726297678,"score_gpt":0.3584225689176218,"score_spread":0.312653251654645,"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."}}