{"id":"W3113039450","doi":"10.1097/gox.0000000000003217","title":"Is Tissue Expansion Worth It? Comparative Outcomes of Skin-preserving versus Delayed Autologous Breast Reconstruction","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Breast reconstruction; Medicine; Tissue expansion; Surgery; Internal medicine; Breast 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":[0.001905526,0.0001511079,0.000357639,0.0006362018,0.0001103138,0.0006507015,0.0002565767,0.0002250654,0.001104068],"category_scores_gemma":[0.005475597,0.00007343564,0.0006581079,0.0005275916,0.0003435159,0.0004901348,0.0003413191,0.0002811626,0.0001287585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363469,"about_ca_system_score_gemma":0.0001663015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008893816,"about_ca_topic_score_gemma":0.0001685352,"domain_scores_codex":[0.9991818,0.0002521353,0.0001544116,0.0001036568,0.0002128151,0.00009519493],"domain_scores_gemma":[0.9947889,0.002124341,0.002322593,0.0002057407,0.0002575678,0.0003009668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0072651,0.0003155928,0.910711,0.0004472419,0.0007987634,0.0007946676,0.0001875306,0.0007487442,0.002414325,0.0001636981,0.0001532907,0.07600007],"study_design_scores_gemma":[0.0001977648,0.01124349,0.9697887,0.0002043147,0.0008071342,0.01231403,0.0007998055,0.001113635,0.002256309,0.0002166613,0.001037772,0.0000203923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972022,0.00205901,0.0002079674,0.00003204839,0.00001162684,0.00001346378,0.00007411127,0.000001929907,0.0003975817],"genre_scores_gemma":[0.999363,0.0003800569,0.00009000035,0.00001522721,0.00001541135,0.000005397163,0.00009571191,0.000001177109,0.00003405811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001905526,"threshold_uncertainty_score":0.01007754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06553930689861225,"score_gpt":0.3278579363415651,"score_spread":0.2623186294429528,"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."}}