{"id":"W2587825529","doi":"","title":"Prevalence of Methicillin-Resistant Staphylococcus aureus (MRSA) Nasal Colonization among Healthy AAU Undergraduates","year":2016,"lang":"en","type":"article","venue":"International Journal of Molecular Medical Science","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staphylococcus aureus; Erythromycin; Microbiology; Cefoxitin; Coagulase; Medicine; Agar; Methicillin-resistant Staphylococcus aureus; Tetracycline; Agar diffusion test; Clindamycin; Isolation (microbiology); Veterinary medicine; Biology; Staphylococcus; Antibiotics; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"venue_new","weight":2684.24666666667,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Prevalence study of MRSA nasal colonization among Nigerian undergraduates; a microbiology/epidemiology question."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"It measures MRSA colonization among Nigerian undergraduates, not research practice."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Microbiology prevalence study of MRSA nasal colonization in students, not metaresearch."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000290045,0.0001915933,0.0002161492,0.0006088585,0.0005069987,0.00037599,0.000188101,0.0004481436,0.001891819],"category_scores_gemma":[0.0008526341,0.0002117294,0.0001365453,0.0002901678,0.0003167925,0.0003418478,0.000313795,0.0001902135,0.0002096087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571924,"about_ca_system_score_gemma":0.0002227738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436757,"about_ca_topic_score_gemma":0.004857957,"domain_scores_codex":[0.9997349,0.00005221176,0.00003534846,0.00004686735,0.00007235457,0.00005822432],"domain_scores_gemma":[0.9994304,0.00009477696,0.0002010723,0.00002361598,0.00006922705,0.0001808356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003518486,0.0001035324,0.9955484,0.00001844393,0.000006504611,0.0002933209,0.000629635,0.000006141011,0.001668496,0.00001241482,0.00004558852,0.001632431],"study_design_scores_gemma":[0.000002711554,0.0003200841,0.9960747,0.00001876467,0.000008521261,0.001058577,0.002178877,0.00004799708,0.0001330238,0.00001193384,0.0001413457,0.000003525976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997659,0.00005632539,0.000008961094,0.00001323616,0.000002064427,0.000002981605,0.00001332241,6.375031e-7,0.0001366004],"genre_scores_gemma":[0.9997863,0.00006148458,0.0000268267,0.00001386171,0.000002918679,0.000002670816,0.00001736168,2.242045e-7,0.00008848571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002436757,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643470702745925,"score_gpt":0.3257425672889476,"score_spread":0.3093078602614884,"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."}}