{"id":"W2990848041","doi":"10.1186/s13017-019-0266-x","title":"Highlighting the gaps in quantifying the economic burden of surgical site infections associated with antimicrobial-resistant bacteria","year":2019,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Comparability; Antibiotic resistance; Intensive care medicine; Global health; Incentive; Health care; Infection control; Generalizability theory; Healthcare system; Risk analysis (engineering); Environmental health; Public health; Antibiotics; Economic growth; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004342901,0.0004157366,0.002647729,0.001009558,0.0001451389,0.00003425559,0.0002185862,0.0002055198,0.002963006],"category_scores_gemma":[0.0003319467,0.0002135193,0.001962343,0.001457411,0.00008553501,0.0001770159,0.00006955656,0.001167602,0.0000441408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005293194,"about_ca_system_score_gemma":0.0007944266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002171927,"about_ca_topic_score_gemma":0.0005009826,"domain_scores_codex":[0.9946343,0.001255511,0.003060438,0.0002818347,0.0003798695,0.0003880925],"domain_scores_gemma":[0.9921045,0.003249429,0.003868084,0.0004141187,0.0002603529,0.0001035508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003167675,0.003689835,0.3023489,0.04610874,0.0231038,0.002692101,0.001293591,0.002341896,0.001209668,0.001059783,0.04332988,0.5696542],"study_design_scores_gemma":[0.000506987,0.0000845984,0.003701137,0.02800271,0.001939543,0.0005224713,0.00001765098,0.000009385691,0.00001127122,0.00000701834,0.9649196,0.0002775936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1196956,0.8731053,0.000006598411,0.0007640181,0.004641917,0.0008871657,0.00003835947,0.00002554636,0.0008354089],"genre_scores_gemma":[0.04114074,0.9572687,0.000007401884,0.00001121036,0.0006769687,0.00001242837,0.00005037402,0.00006703499,0.0007651402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9215897,"threshold_uncertainty_score":0.9979484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0716782696714917,"score_gpt":0.3422554625216438,"score_spread":0.2705771928501521,"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."}}