{"id":"W2010623244","doi":"10.1155/2013/571685","title":"Open Reduction Internal Fixation Poststernotomy Mediastinitis","year":2013,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Reduction (mathematics); Mediastinitis; Internal fixation; Fixation (population genetics); Computer science; Medicine; Surgery; Mathematics; Environmental health","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":[0.0002789744,0.0004383214,0.0004558935,0.001274057,0.0005054158,0.0004368043,0.0002934881,0.000366538,0.004514691],"category_scores_gemma":[0.001268998,0.0001234165,0.0005028615,0.0005564664,0.0005418546,0.0002918316,0.0004042348,0.000687683,0.0006542338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003474668,"about_ca_system_score_gemma":0.0004648855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005553148,"about_ca_topic_score_gemma":0.0005685483,"domain_scores_codex":[0.9994961,0.00003875683,0.00006555417,0.00006672723,0.0002279028,0.0001049492],"domain_scores_gemma":[0.9991401,0.0001504336,0.0004949617,0.00005021572,0.00006695982,0.00009720823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005199847,0.0003239215,0.7106811,0.0009827354,0.0002511218,0.06928987,0.0004272552,0.0003622031,0.009047108,0.0007081402,0.002974424,0.2044322],"study_design_scores_gemma":[0.00006772614,0.001437733,0.4186086,0.000774528,0.0001681131,0.5667287,0.0004140013,0.0004230981,0.003021806,0.0005666954,0.007762147,0.00002687909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529344,0.03131388,0.002821412,0.0005480652,0.0002643898,0.0001195313,0.000564797,0.000126584,0.01130689],"genre_scores_gemma":[0.9935377,0.004167432,0.0007009716,0.0001868374,0.0001801516,0.00003430615,0.0003660179,0.000007357249,0.0008190945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004514691,"threshold_uncertainty_score":0.01510316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192730849829691,"score_gpt":0.3001186825032179,"score_spread":0.268191374004921,"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."}}