{"id":"W2950070676","doi":"10.1007/s13139-019-00599-6","title":"Utility of FDG-PET/CT for the Detection and Characterization of Sternal Wound Infection Following Sternotomy","year":2019,"lang":"en","type":"article","venue":"Nuclear Medicine and Molecular Imaging","topic":"Surgical site infection prevention","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health; Montreal Heart Institute","funders":"","keywords":"Medicine; Context (archaeology); Gold standard (test); Radiology; PET-CT; Retrospective cohort study; Median sternotomy; Nuclear medicine; Computed tomography; Surgery","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":[0.0008994331,0.0005311187,0.0004086009,0.001630656,0.0002037502,0.001168108,0.0004333505,0.0007556997,0.0008046339],"category_scores_gemma":[0.002830323,0.000260562,0.0002873583,0.0004435763,0.0005185903,0.000685153,0.0002288841,0.0005724967,0.0002910497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624144,"about_ca_system_score_gemma":0.0003472988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489838,"about_ca_topic_score_gemma":0.001469762,"domain_scores_codex":[0.9997341,0.0000919271,0.00003283218,0.0000311609,0.00006157995,0.00004838226],"domain_scores_gemma":[0.9993735,0.0002947226,0.00009100178,0.00004031669,0.0001413845,0.00005905988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003649172,0.0003688113,0.7952356,0.0002739599,0.0001409128,0.01583272,0.0002815501,0.001262297,0.09809489,0.0004230886,0.0004632354,0.08397385],"study_design_scores_gemma":[0.0001085963,0.001770638,0.7974606,0.0004544012,0.0007176241,0.08095837,0.001413631,0.03649894,0.07593133,0.001070851,0.003536233,0.00007880818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779668,0.01170405,0.005050955,0.0003605126,0.00003650051,0.00008019838,0.0001775888,0.00005727815,0.004566183],"genre_scores_gemma":[0.9946375,0.002498855,0.002392519,0.00009547143,0.00003294801,0.00001076315,0.00007549099,0.000007489198,0.0002489169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001630656,"threshold_uncertainty_score":0.004756749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023740362783074,"score_gpt":0.2702024999692126,"score_spread":0.2599650963413819,"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."}}