{"id":"W3197500711","doi":"10.1007/s10549-021-06366-6","title":"Immediate breast reconstruction in locally advanced breast cancer: is it safe?","year":2021,"lang":"en","type":"review","venue":"Breast Cancer Research and Treatment","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Mastectomy; Adjuvant therapy; Oncology; Internal medicine; Cancer; Adjuvant; Breast reconstruction; Surgery","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":[0.001507502,0.0006633226,0.003245312,0.001499116,0.0002539292,0.001547243,0.001195861,0.001643354,0.004963168],"category_scores_gemma":[0.002854031,0.0003236413,0.001150367,0.001822829,0.0008135359,0.001623118,0.0005877892,0.002665718,0.0009579165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876533,"about_ca_system_score_gemma":0.001291528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343589,"about_ca_topic_score_gemma":0.003408405,"domain_scores_codex":[0.9994752,0.0001369388,0.00009979578,0.00009032655,0.0001563483,0.00004142339],"domain_scores_gemma":[0.99831,0.001211715,0.000257774,0.00002254817,0.0001523743,0.00004571075],"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":[0.0002425514,0.00004717444,0.0002835067,0.0500642,0.0004006126,0.0001339252,0.00005588054,0.000194921,0.0003540561,0.001578848,0.01799741,0.9286469],"study_design_scores_gemma":[0.0003638518,0.0006422391,0.00431483,0.09871852,0.003370089,0.003495272,0.0003766245,0.0002480539,0.0004223558,0.004824274,0.8831186,0.0001053902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002870404,0.9996831,0.00001365179,0.0001237687,0.00005287291,7.538479e-7,0.000004211524,7.394293e-7,0.000092177],"genre_scores_gemma":[0.0004734975,0.9991241,0.00004076371,0.000174753,0.0001224182,0.000001504338,0.000007918186,5.682525e-7,0.0000544104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004963168,"threshold_uncertainty_score":0.01660341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07638653743108041,"score_gpt":0.4061212221385472,"score_spread":0.3297346847074668,"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."}}