{"id":"W3003162482","doi":"10.7416/ai.2017.2131","title":"Incidence of surgical site infections in children: active surveillance in an Italian academic children's hospital.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical site infection prevention","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Prospective cohort study; Pediatrics; Quarter (Canadian coin); Throat; Cohort study; Surgical procedures; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047654,0.0003926393,0.0004046066,0.002182491,0.0004061898,0.0008017149,0.0005939516,0.0005150607,0.0009385934],"category_scores_gemma":[0.002443532,0.0003141976,0.0005830653,0.002367798,0.0004833719,0.0005724097,0.0007027541,0.0005247299,0.0002033769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505823,"about_ca_system_score_gemma":0.001444601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03316313,"about_ca_topic_score_gemma":0.02971056,"domain_scores_codex":[0.9990377,0.0001669512,0.0001293042,0.0001994725,0.0002245942,0.0002419623],"domain_scores_gemma":[0.9962757,0.0002923779,0.002554033,0.0001480533,0.0002995708,0.0004303699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001343622,0.000008329032,0.9993454,0.000009320176,0.000008831692,0.00003263415,0.00005405168,0.00001205485,0.00003061934,0.000003291905,0.00006672233,0.0004152444],"study_design_scores_gemma":[0.000001429845,0.00003050902,0.9995981,0.000006094377,0.000005735127,0.0001195821,0.000121299,0.00002554446,0.00001090458,0.000001446682,0.00007809295,0.000001295775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977841,0.0005410236,0.00003796961,0.00006979765,0.000005107272,0.00001631585,0.001235337,0.000006394796,0.0003040451],"genre_scores_gemma":[0.9984325,0.0004458965,0.0001430067,0.00003261317,0.00001532096,0.00002375654,0.0008444414,0.000002199648,0.00006035123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03316313,"threshold_uncertainty_score":0.0659402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240076236744684,"score_gpt":0.2824469312319225,"score_spread":0.2700461688644756,"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."}}