{"id":"W2754149489","doi":"10.1097/prs.0000000000003914","title":"Patient-Reported Outcomes following Breast Conservation Therapy and Barriers to Referral for Partial Breast Reconstruction","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lumpectomy; Medicine; Breast cancer; Breast reconstruction; Mastectomy; Quadrant (abdomen); Patient satisfaction; Referral; Radiation therapy; General surgery; Surgery; Cancer; Internal medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001595377,0.0001232838,0.0002678472,0.0004310803,0.0003228899,0.0006147089,0.0002537206,0.0003489852,0.003509328],"category_scores_gemma":[0.01004214,0.00007560893,0.000404201,0.0005705715,0.0003460162,0.0003292036,0.0004532603,0.0005144834,0.000261138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312048,"about_ca_system_score_gemma":0.0003752217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000896022,"about_ca_topic_score_gemma":0.00122378,"domain_scores_codex":[0.9986936,0.0005957545,0.0001559661,0.00009491016,0.0002792322,0.0001805512],"domain_scores_gemma":[0.9911689,0.002740997,0.004306272,0.0001516865,0.0006130272,0.001019202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008093654,0.0001050189,0.9941041,0.00003861364,0.00005493346,0.0001099934,0.0003970414,0.00009976264,0.00008089178,0.00001646529,0.0001561912,0.004756084],"study_design_scores_gemma":[0.00001112529,0.0003429605,0.9970238,0.00002227567,0.00003255539,0.0008057482,0.0010729,0.0002244531,0.000100235,0.00003338617,0.0003225449,0.000007957062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990895,0.000166684,0.00004292405,0.0001374369,0.000003596723,0.000008108912,0.00008993867,0.000002201902,0.0004596448],"genre_scores_gemma":[0.9997098,0.00005281717,0.00003545176,0.00003404521,0.000004437011,0.000008087263,0.00008817158,8.73791e-7,0.00006642008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003509328,"threshold_uncertainty_score":0.01173991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808426393207694,"score_gpt":0.2763409827506429,"score_spread":0.238256718818566,"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."}}