{"id":"W4319460522","doi":"10.1097/sap.0000000000003478","title":"A Review of 559 Sternal Wound Reconstructions at a Single Institution","year":2023,"lang":"en","type":"review","venue":"Annals of Plastic Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Surgery; Wound dehiscence; Sternum; Seroma; Mediastinum; Median sternotomy; Dehiscence; Mediastinitis; Complication","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":[0.001354858,0.0005746238,0.0009366915,0.008163585,0.0004961237,0.00119904,0.0009467035,0.0006718939,0.004009724],"category_scores_gemma":[0.006968658,0.0004817935,0.001015364,0.01152096,0.0004867672,0.001106218,0.000536394,0.0004718571,0.001711926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005704552,"about_ca_system_score_gemma":0.001553769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009399243,"about_ca_topic_score_gemma":0.001976424,"domain_scores_codex":[0.9977891,0.0002586301,0.001036137,0.0003070415,0.0004960811,0.000112885],"domain_scores_gemma":[0.9921956,0.003327949,0.002733601,0.0002830661,0.001021746,0.0004381105],"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":[0.0004324843,0.000203051,0.202878,0.03213048,0.001329105,0.02291914,0.001304432,0.0005723803,0.002829622,0.0004866794,0.02516304,0.7097516],"study_design_scores_gemma":[0.0001228934,0.001046814,0.5399718,0.03637819,0.002893975,0.1711603,0.00365902,0.0004545285,0.003911749,0.0003340665,0.2399223,0.0001444259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1450396,0.8398814,0.001419839,0.0007192986,0.0004401309,0.0001338877,0.003430284,0.0001638453,0.008771701],"genre_scores_gemma":[0.3187034,0.6703724,0.003088256,0.001076953,0.0004974238,0.0001478437,0.004431186,0.0000997774,0.001582762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008163585,"threshold_uncertainty_score":0.01341385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3219522750263084,"score_gpt":0.4210385269836184,"score_spread":0.09908625195730997,"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."}}