{"id":"W4313890926","doi":"10.3390/microorganisms11010149","title":"Molecular and Source-Specific Profiling of Hospital Staphylococcus aureus Reveal Dominance of Skin Infection and Age-Specific Selections in Pediatrics and Geriatrics","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"University of Hail","keywords":"Staphylococcus aureus; Medicine; Epidemiology; Intensive care unit; Carriage; Population; Anterior nares; Intensive care medicine; Internal medicine; Methicillin-resistant Staphylococcus aureus; Biology; Pathology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001534902,0.0001659964,0.0001981492,0.0008665167,0.0001431823,0.0003503098,0.0001085835,0.0002280024,0.0008807393],"category_scores_gemma":[0.000669443,0.0001044507,0.0001953609,0.0007055831,0.0001260838,0.000174802,0.0002646302,0.0002376688,0.0003117218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038953,"about_ca_system_score_gemma":0.0001218872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221875,"about_ca_topic_score_gemma":0.001195572,"domain_scores_codex":[0.9997885,0.00003677672,0.00002424324,0.00006093588,0.00004163654,0.0000480895],"domain_scores_gemma":[0.9996152,0.00005265697,0.0001612224,0.00001917261,0.00007745271,0.00007421371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002041628,0.0000450868,0.9044272,0.00004695946,0.00002716028,0.0005811439,0.0003943738,0.0000614012,0.08573204,0.00004820171,0.0001453259,0.008286942],"study_design_scores_gemma":[8.336206e-7,0.0001157447,0.9935935,0.00000672028,0.00001152676,0.0008605737,0.0003145133,0.00009770171,0.004604749,0.00002221294,0.0003685301,0.00000344921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987106,0.0003833227,0.0001791526,0.00002205603,0.000003421932,0.000005365772,0.0003217273,0.000005177346,0.0003690552],"genre_scores_gemma":[0.9984583,0.000366088,0.0004473752,0.0000421281,0.000005539992,0.000005019258,0.0004219561,0.000003929998,0.0002496018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001221875,"threshold_uncertainty_score":0.002946377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008475517544311216,"score_gpt":0.2324627885914877,"score_spread":0.2239872710471765,"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."}}