{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004948638,0.0006470647,0.001491352,0.0002999389,0.0001990078,0.0002347078,0.0002805646,0.0002343187,0.001133391],"category_scores_gemma":[0.0001719351,0.0004858561,0.0002545016,0.0007859024,0.0006014143,0.001221078,0.0002433623,0.0005029343,0.0001501668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631126,"about_ca_system_score_gemma":0.0006089146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000428771,"about_ca_topic_score_gemma":0.00008438119,"domain_scores_codex":[0.9966136,0.0002204405,0.0007692365,0.001145043,0.000514987,0.0007367589],"domain_scores_gemma":[0.9971764,0.0006832641,0.0005502672,0.0006281302,0.0005848142,0.0003771449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008456709,0.0001477667,0.7910606,0.0001180621,0.0008158291,0.0002361604,0.00003980209,0.00001118642,0.004090781,0.0004935497,0.0001537288,0.1943758],"study_design_scores_gemma":[0.009611822,0.003654202,0.6778426,0.008748339,0.0008951728,0.2435736,0.002905362,0.0002367651,0.04799145,0.001241418,0.000759634,0.002539657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811823,0.00005517504,0.003012018,0.00007485645,0.001397378,0.001849086,0.0001482264,0.0002312602,0.01204965],"genre_scores_gemma":[0.9873748,0.00002080026,0.01185251,0.00007497094,0.0001371027,0.00009455725,0.0001003443,0.000065813,0.0002790581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2433374,"threshold_uncertainty_score":0.9997797,"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."}}