{"id":"W4317567136","doi":"10.47391/jpma.4365","title":"Prevalence of Panton Valentine Leucocidin gene containing Staphylococcus aureus in pus samples from Paediatric patients","year":2022,"lang":"en","type":"article","venue":"Journal of the Pakistan Medical Association","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine; Staphylococcus aureus; Panton–Valentine leukocidin; Lytic cycle; Microbiology; Staphylococcal infections; Micrococcaceae; Leukocidin; Internal medicine; Immunology; Methicillin-resistant Staphylococcus aureus; Bacteria; Biology; Virus","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":[0.004135218,0.0001118321,0.0004021904,0.0001780082,0.0001045459,0.00001203548,0.0002429934,0.0001324935,0.002703334],"category_scores_gemma":[0.00437267,0.00008367741,0.0003095484,0.0005292951,0.00002869808,0.00009803222,0.0001427211,0.0008400916,0.000002777457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409459,"about_ca_system_score_gemma":0.0002658946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001440746,"about_ca_topic_score_gemma":0.00002163851,"domain_scores_codex":[0.9948522,0.0008699411,0.001330981,0.0001454845,0.002588932,0.0002124428],"domain_scores_gemma":[0.9964263,0.001000495,0.001924323,0.0001486029,0.0003645329,0.0001357035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003523156,0.0005965362,0.9909704,0.0000469242,0.0001181576,0.00001767042,0.0003530361,0.00007827127,0.001911026,0.0000181586,0.000322647,0.005214819],"study_design_scores_gemma":[0.004112152,0.0004524946,0.991855,0.0001567257,0.000224861,0.000007849716,0.0002011405,0.0001534469,0.0009669545,0.0005926656,0.001196663,0.00008008253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966193,0.0005677676,0.0002151098,0.001189014,0.0009904999,0.0002535775,0.00006455034,0.00001291871,0.00008724605],"genre_scores_gemma":[0.9989715,0.0001843254,0.0001090677,0.000241625,0.0003068731,0.000008409395,0.00001179689,0.00001516194,0.0001512316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005134737,"threshold_uncertainty_score":0.9982083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106620472006769,"score_gpt":0.2700592395816097,"score_spread":0.2593971923809328,"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."}}