{"id":"W2734881537","doi":"10.1159/000477295","title":"Active Surveillance Cultures and Targeted Decolonization Are Associated with Reduced Methicillin-Susceptible &lt;b&gt;&lt;i&gt;Staphylococcus aureus&lt;/i&gt;&lt;/b&gt; Infections in VLBW Infants","year":2017,"lang":"en","type":"article","venue":"Neonatology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Mupirocin; Staphylococcus aureus; Incidence (geometry); Group B; Pediatrics; Internal medicine; Methicillin-resistant Staphylococcus aureus; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008265347,0.0008026154,0.001706492,0.000658353,0.001163809,0.0001482072,0.0005538994,0.001338182,0.0001641816],"category_scores_gemma":[0.006347172,0.0007361798,0.0002007836,0.001033362,0.001345519,0.0004364263,0.0002729317,0.001116712,0.00004079411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006206593,"about_ca_system_score_gemma":0.0007139956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001494389,"about_ca_topic_score_gemma":0.04535606,"domain_scores_codex":[0.9950322,0.0006511636,0.0009557474,0.001352356,0.0006466557,0.001361913],"domain_scores_gemma":[0.9946451,0.0008845177,0.001428282,0.0012078,0.001441073,0.0003932324],"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":[0.002317541,0.0008774517,0.274159,0.0002034947,0.0009615378,0.000704459,0.001757036,0.0003103806,0.702293,0.002661178,0.01084228,0.00291259],"study_design_scores_gemma":[0.007381032,0.0008158417,0.9416243,0.0005744811,0.0002619612,0.00008597124,0.000133864,0.0004153555,0.01642046,0.0006061845,0.03066704,0.001013538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98865,0.002140465,0.000349012,0.002536333,0.0006766733,0.001767066,0.0002857729,0.0002877439,0.00330699],"genre_scores_gemma":[0.9958936,0.001246808,0.000728141,0.0004650479,0.0001489661,0.0001972288,0.0003174009,0.0001321012,0.0008706918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6858726,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315344288282243,"score_gpt":0.2833763602457713,"score_spread":0.2702229173629488,"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."}}