{"id":"W1223632571","doi":"10.5114/kitp.2014.43858","title":"LETTERS TO EDITOR Is it possible to eliminate sternal wound infection after cardiac surgery?","year":2014,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Raja; Medicine; Cardiac surgery; Cardiothoracic surgery; Surgery; Wound infection; Biology","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":[0.007055112,0.0003852175,0.001536478,0.001588022,0.0001200375,0.0002059826,0.0001104057,0.0002233001,0.0008630737],"category_scores_gemma":[0.002008165,0.000354679,0.002090546,0.001007862,0.0000592474,0.0006536961,0.00008235752,0.0005674157,0.0003694451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004988288,"about_ca_system_score_gemma":0.0002228048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001845866,"about_ca_topic_score_gemma":0.00000627792,"domain_scores_codex":[0.9951148,0.0009359205,0.001369621,0.0004114047,0.001410023,0.0007582407],"domain_scores_gemma":[0.9954873,0.001355029,0.0005631506,0.0004715221,0.0009459407,0.001177053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001744868,0.0001232634,0.4920781,0.0001581577,0.0006078245,0.0001626437,0.0002729334,0.00009931224,0.002235104,0.000001209544,0.341678,0.1608386],"study_design_scores_gemma":[0.0002469471,0.0002013893,0.4197536,0.001069848,0.0006147642,0.0007841478,0.00005856502,0.00000720686,0.01430109,0.00002755721,0.5624251,0.0005098094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666535,0.0002145387,0.004929508,0.006034495,0.02095105,0.0003279135,0.00002814074,0.00005939589,0.0008014667],"genre_scores_gemma":[0.9675429,0.0001633807,0.0002075046,0.006464669,0.0250463,0.00004035548,0.00001103724,0.0000774177,0.0004464632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2207471,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220029182555879,"score_gpt":0.3132805867536302,"score_spread":0.2910802949280715,"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."}}