{"id":"W2076461163","doi":"10.1097/01.prs.0000436847.94408.11","title":"Safety of Tissue Expander/Implant versus Autologous Abdominal Tissue Breast Reconstruction in Postmastectomy Breast Cancer Patients","year":2014,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; Cegep de Sept Iles; Conference Board of Canada","funders":"","keywords":"Breast reconstruction; Medicine; Tissue expander; Breast cancer; Implant; Mastectomy; Breast tissue; Surgery; Oncology; Cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005765281,0.001260052,0.005942404,0.00205136,0.0001601182,0.00003797984,0.000246217,0.001251101,0.00091253],"category_scores_gemma":[0.0002946025,0.001073452,0.0008029233,0.001029596,0.0008420571,0.0003143333,0.0001188433,0.001312844,0.00009799555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009648532,"about_ca_system_score_gemma":0.001792092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000423409,"about_ca_topic_score_gemma":0.0002050854,"domain_scores_codex":[0.9935384,0.0005157171,0.002949933,0.001314105,0.0006335877,0.00104819],"domain_scores_gemma":[0.9918112,0.004314012,0.00233572,0.0005616357,0.0005294825,0.0004479386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003104203,0.0001518107,0.009201973,0.00956329,0.0008094919,0.0000978368,0.0000353141,0.00000113385,0.000007160665,0.00001446788,0.0001026065,0.9769107],"study_design_scores_gemma":[0.01021313,0.0007050108,0.04787514,0.09663571,0.006633435,0.8047394,0.0003051139,0.00005183399,0.0001038387,0.00005353996,0.0296134,0.003070455],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.22935,0.6882153,0.0003166281,0.00007504388,0.05853435,0.006368894,0.01509589,0.0004570989,0.001586859],"genre_scores_gemma":[0.05095099,0.943342,0.0006882715,0.00001128489,0.002215601,0.0004305622,0.001899751,0.0003491781,0.0001123471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9738402,"threshold_uncertainty_score":0.9991716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316087732924492,"score_gpt":0.2910576633084962,"score_spread":0.2678967859792513,"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."}}