{"id":"W2078570470","doi":"10.1097/prs.0000000000000292","title":"Postmastectomy Radiation Therapy after Immediate Two-Stage Tissue Expander/Implant Breast Reconstruction","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Capsular contracture; Implant; Breast reconstruction; Radiation therapy; Surgery; Mastectomy; Tissue expander; Stage (stratigraphy); Breast cancer; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002413248,0.0001960499,0.0002038771,0.0002674183,0.0002302179,0.0002389934,0.0001961015,0.0001988715,0.002902875],"category_scores_gemma":[0.0009514958,0.00008219923,0.0003345936,0.00023734,0.0002712058,0.0001287514,0.0001816391,0.0002530422,0.0001503796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994794,"about_ca_system_score_gemma":0.0002329881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002596806,"about_ca_topic_score_gemma":0.0004615139,"domain_scores_codex":[0.9998077,0.00004922809,0.0000128693,0.00002942982,0.00005009372,0.00005075541],"domain_scores_gemma":[0.9993381,0.0002486402,0.0002946728,0.00003474114,0.00002052573,0.00006326369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001340448,0.0003140256,0.9394233,0.0001408478,0.0001050329,0.005989787,0.0002439422,0.0004433265,0.007653741,0.00007632271,0.0003064065,0.04396288],"study_design_scores_gemma":[0.00007078478,0.002986034,0.9398197,0.00003938883,0.00008015124,0.04831381,0.0002170557,0.0004434654,0.006736053,0.00007056586,0.001214962,0.000008069037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988846,0.0004890584,0.0002260855,0.00001518099,0.000004048265,0.000008638537,0.00001368464,0.000006878165,0.0003517925],"genre_scores_gemma":[0.9995058,0.0001733,0.0001013143,0.00001565804,0.00001030171,0.000005659658,0.00003842666,0.000001572515,0.0001480394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002902875,"threshold_uncertainty_score":0.009711027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244132451386529,"score_gpt":0.2383809688629289,"score_spread":0.2259396443490636,"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."}}