{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003555205,0.00008145092,0.000205676,0.00008985574,0.00004665722,0.000008201029,0.00001936117,0.00001102277,0.0001031786],"category_scores_gemma":[0.00008357022,0.00005928842,0.00007586451,0.000102296,0.00007124775,0.0001078788,0.00002364449,0.00008885364,7.656312e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007313,"about_ca_system_score_gemma":0.000007843027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001365151,"about_ca_topic_score_gemma":0.000002128347,"domain_scores_codex":[0.999319,0.00004100501,0.000237441,0.0001534451,0.0001630508,0.00008601383],"domain_scores_gemma":[0.999546,0.00006901365,0.0001421498,0.0001256015,0.00007799659,0.00003923042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001461227,0.00002739049,0.1292848,0.0002312447,0.00007307776,0.000008709059,0.0001131167,3.187414e-7,0.8129666,0.0000600829,0.000002046804,0.05708649],"study_design_scores_gemma":[0.005686027,0.0005202465,0.9202204,0.0007576533,0.0006460113,0.0006052409,0.0002977923,0.01773102,0.03970162,0.0001853912,0.01350036,0.0001482961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864485,0.0001427597,0.01179943,0.0004187475,0.0002261445,0.0005553935,0.000001058236,0.00001943888,0.0003885168],"genre_scores_gemma":[0.9994977,0.00005738085,0.00007028901,0.0002931755,0.0000334148,0.00000501688,0.000006238544,0.00001482497,0.0000219637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7909356,"threshold_uncertainty_score":0.2417711,"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."}}