{"id":"W2313850657","doi":"10.1158/0008-5472.sabcs11-p5-15-03","title":"P5-15-03: Development of a Patient Decision Aid for Women 70 Years and Older with Stage I, Hormonally Sensitive, Breast Cancer Considering Adjuvant Treatment Post-Lumpectomy.","year":2011,"lang":"en","type":"article","venue":"Cancer Research","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Women's College Hospital; University of Toronto; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Lumpectomy; Medicine; Breast cancer; Stage (stratigraphy); Cancer; Distress; Decision aids; Test (biology); Adjuvant; Patient satisfaction; Gynecology; Oncology; Internal medicine; Mastectomy; Surgery; Alternative medicine; Clinical psychology; Pathology","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":[0.007243293,0.0005014249,0.0003802674,0.0004724902,0.0004457873,0.00110733,0.001046787,0.0006727015,0.007874151],"category_scores_gemma":[0.02034197,0.0002424546,0.0006024488,0.0003040075,0.0003037685,0.0008962055,0.001289725,0.0008043415,0.001303426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009151602,"about_ca_system_score_gemma":0.003382409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108062,"about_ca_topic_score_gemma":0.002703492,"domain_scores_codex":[0.9978991,0.00142843,0.00025414,0.00009574649,0.0002272276,0.0000954087],"domain_scores_gemma":[0.989131,0.007943339,0.0005674486,0.0002676295,0.0009030895,0.001187608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006365609,0.009400818,0.05425476,0.001785473,0.0001425997,0.001741701,0.007412988,0.006930033,0.005371167,0.002499216,0.06680243,0.8372932],"study_design_scores_gemma":[0.01636484,0.06209584,0.2093237,0.003834315,0.001084567,0.008246528,0.02556904,0.1412692,0.04491074,0.01286132,0.4735145,0.0009253945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8810229,0.0006331273,0.04831282,0.007822311,0.0004914967,0.02473562,0.00658715,0.003466675,0.02692793],"genre_scores_gemma":[0.5846768,0.0005729534,0.3912624,0.001621019,0.0000784327,0.01201866,0.002620019,0.00008787766,0.007061805],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007874151,"threshold_uncertainty_score":0.03830665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708323250710277,"score_gpt":0.3327802974229299,"score_spread":0.2956970649158271,"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."}}