{"id":"W4225378600","doi":"10.1097/gox.0000000000004233","title":"The Modified Sternoplasty: A Novel Surgical Technique for Treating Mediastinitis","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Mediastinitis; Pectoralis major muscle; Rib cage; Debridement (dental); Axillary lines; Pectoralis Muscle; Cardiac surgery; Mortality rate","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":[0.0002139439,0.0004806835,0.000289176,0.0005144657,0.0003257869,0.0003012254,0.0003326725,0.0004365846,0.001065334],"category_scores_gemma":[0.0004054536,0.0001485846,0.0005676356,0.000239638,0.0004132015,0.0005131398,0.0005987338,0.0007449818,0.0003287964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009163868,"about_ca_system_score_gemma":0.0003101205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599398,"about_ca_topic_score_gemma":0.0003807931,"domain_scores_codex":[0.9998287,0.00002358447,0.00002129706,0.00003800926,0.00006251661,0.00002582623],"domain_scores_gemma":[0.9998393,0.00003234686,0.00005878726,0.00002108233,0.00001216951,0.00003631553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.000943807,0.0008310818,0.03261711,0.001516803,0.0003309986,0.02225513,0.0004409593,0.001647111,0.3679272,0.001662448,0.003209681,0.5666176],"study_design_scores_gemma":[0.0005366625,0.01253416,0.1818034,0.0004309736,0.0004575726,0.6657095,0.0005037151,0.007236138,0.0635622,0.002034493,0.0650013,0.0001897938],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8561643,0.03725815,0.09489364,0.001580602,0.0009488255,0.000264849,0.0001582332,0.0003595127,0.008372018],"genre_scores_gemma":[0.939258,0.009891448,0.04697723,0.0005541619,0.0006721524,0.0001011138,0.0001384637,0.00003255027,0.00237488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001065334,"threshold_uncertainty_score":0.003563941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097291934799268,"score_gpt":0.3121663411384404,"score_spread":0.2711934217904477,"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."}}