{"id":"W2931416646","doi":"10.1097/gox.0000000000002009","title":"Total Breast Reconstruction with Fat Grafting Combined with Internal Tissue Expansion","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Breast reconstruction; Medicine; Tissue expansion; Mastectomy; Breast cancer; Surgery; Tissue expander; Transplantation; Saline; Grafting; Cancer; Internal medicine; Chemistry","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":[0.0002629669,0.0007350614,0.0003334364,0.0008039779,0.0002771806,0.0002938745,0.0003615539,0.0003466134,0.003201835],"category_scores_gemma":[0.0001953174,0.0001571594,0.001016995,0.0003987841,0.0003032786,0.0003871853,0.0005362005,0.0004827091,0.0005989749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109319,"about_ca_system_score_gemma":0.0001932456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156271,"about_ca_topic_score_gemma":0.000155634,"domain_scores_codex":[0.9998581,0.00001873226,0.00001270782,0.0000264584,0.00003967243,0.00004423466],"domain_scores_gemma":[0.9999468,0.00001508936,0.0000116339,0.00001016668,0.000004420297,0.00001182477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002303954,0.002093934,0.01405175,0.001568855,0.0003769174,0.01891336,0.0002930721,0.004511636,0.438749,0.00186623,0.002572414,0.5126989],"study_design_scores_gemma":[0.00117625,0.01959025,0.06961652,0.0005080881,0.001037419,0.5477499,0.0003300583,0.01482095,0.294246,0.003675469,0.04707718,0.0001719368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252893,0.009455634,0.05178189,0.0005829876,0.0003678288,0.0002009421,0.0002106821,0.0007540241,0.01135672],"genre_scores_gemma":[0.9762842,0.002790391,0.01689567,0.0002789127,0.0002331759,0.00005872255,0.0001895048,0.00006103909,0.003208281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003201835,"threshold_uncertainty_score":0.01071125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009666422885464987,"score_gpt":0.2436907492677527,"score_spread":0.2340243263822877,"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."}}