{"id":"W2523077117","doi":"10.1097/01.gox.0000503164.15676.53","title":"Abstract: Effect of Absorbable Skin Stapler in Autologous Breast Reconstruction Patients: Approach Through Economic and Cosmesis","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmesis; Medicine; Surgery; Fibrous joint; Breast reconstruction; Wound closure; Closure (psychology); Wound healing; Breast cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009516593,0.0004830027,0.001668611,0.0002816986,0.00008721531,0.00005651749,0.0002137928,0.000306134,0.0004084528],"category_scores_gemma":[0.0005795876,0.0003533048,0.0003170648,0.0003179329,0.0009021505,0.001214267,0.0002104047,0.0002105511,0.00002647331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006420417,"about_ca_system_score_gemma":0.000374589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007265903,"about_ca_topic_score_gemma":0.00005876302,"domain_scores_codex":[0.9969594,0.0002792064,0.001081108,0.0009104288,0.0002069598,0.0005628447],"domain_scores_gemma":[0.9967386,0.001875601,0.000590124,0.0004302541,0.0001828958,0.000182576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00139404,0.0001091761,0.6915789,0.0001549385,0.0002671244,0.00001168699,0.0000203542,0.000001433692,0.0003660724,0.0003583278,0.0002251824,0.3055128],"study_design_scores_gemma":[0.003642209,0.0002569232,0.9794661,0.001254,0.0001731061,0.003006001,0.0001359846,0.0000153925,0.009288806,0.002034645,0.0001829561,0.0005439128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876328,0.0001328242,0.0004245278,0.00003714959,0.0007887405,0.001350188,0.0006428497,0.00006509726,0.008925785],"genre_scores_gemma":[0.9961643,0.0002296806,0.003317307,0.00001945179,0.0000479606,0.0001210159,0.00004554505,0.00003367911,0.00002106046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3049688,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085006125237277,"score_gpt":0.2507484654764567,"score_spread":0.2398984042240839,"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."}}