{"id":"W4224221552","doi":"10.1016/j.bjps.2022.04.012","title":"Outcomes of Immediate Breast Reconstruction in Triple Negative Breast Cancer: A Propensity Score-Matched Analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Propensity score matching; Triple-negative breast cancer; Retrospective cohort study; Breast cancer; Cohort; Internal medicine; Mastectomy; Oncology; Confidence interval; Surgery; Cancer","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":[0.001138349,0.0003112119,0.0006411463,0.0006181684,0.000386411,0.000799044,0.0004944854,0.0004665633,0.001934723],"category_scores_gemma":[0.002902847,0.0003284089,0.001589417,0.001013712,0.0003476345,0.0005134384,0.0006452122,0.0006425967,0.0002119904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762159,"about_ca_system_score_gemma":0.000376085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408105,"about_ca_topic_score_gemma":0.00151564,"domain_scores_codex":[0.9989385,0.0002506232,0.0001484879,0.0003256276,0.0001468953,0.0001897942],"domain_scores_gemma":[0.9978892,0.0004468969,0.0009930255,0.0003735315,0.0001430165,0.0001543655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003529337,0.0001406688,0.9898348,0.00003958559,0.001126655,0.000175365,0.00005960521,0.0003116547,0.0004790064,0.0001177039,0.000248005,0.003937486],"study_design_scores_gemma":[0.0002106296,0.0007652893,0.994248,0.00001646817,0.0009826631,0.0005513642,0.000268469,0.001987265,0.0002439547,0.0003121163,0.0003929237,0.00002082249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990311,0.0002736237,0.0002537672,0.00001835454,0.00001061167,0.00001119177,0.0001849461,0.000002622546,0.0002137531],"genre_scores_gemma":[0.9994868,0.00007362748,0.00006387966,0.00001528028,0.00001306094,0.000008723727,0.0002468999,0.000002553961,0.0000891037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001934723,"threshold_uncertainty_score":0.006472349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455229283674999,"score_gpt":0.2490515188979708,"score_spread":0.2244992260612209,"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."}}