{"id":"W2948572687","doi":"","title":"Community-associated methicillin-resistant <i>Staphylococcus aureus</i> infection: Literature review and clinical update.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Ottawa Hospital","funders":"","keywords":"Medicine; Clindamycin; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Staphylococcal Skin Infections; Overcrowding; Incidence (geometry); Intensive care medicine; Trimethoprim; Skin infection; Staphylococcal infections; Antibiotics; Microbiology; 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"],"consensus_categories":[],"category_scores_codex":[0.003850775,0.0003681655,0.001115759,0.0001029792,0.001177942,0.0003032204,0.0004444625,0.0004674025,0.00002945563],"category_scores_gemma":[0.00664101,0.0003093938,0.0003617729,0.0002742343,0.0007132259,0.0002869131,0.0003457433,0.002193202,0.00002223891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377726,"about_ca_system_score_gemma":0.00009683072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001895917,"about_ca_topic_score_gemma":0.0006349442,"domain_scores_codex":[0.9969913,0.0007016163,0.0008488217,0.0004631586,0.0003574916,0.0006375577],"domain_scores_gemma":[0.996159,0.0003232935,0.0006916357,0.001793982,0.0005551228,0.000477019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001673742,0.002739977,0.4524714,0.01180207,0.002982039,0.0008227314,0.0003223222,4.179329e-7,0.001799099,0.001233187,0.3662415,0.1579116],"study_design_scores_gemma":[0.001700149,0.00009671626,0.837914,0.002180626,0.0009644573,0.000009073859,0.000008292895,0.000001358388,0.000221631,0.0002465099,0.1563423,0.0003149628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226629,0.1035392,0.00007524597,0.04366018,0.001441015,0.00665387,0.0003870539,0.0005343246,0.02104622],"genre_scores_gemma":[0.8711548,0.1130273,0.0001980245,0.01227715,0.000315739,0.0004739808,0.0001139035,0.0000661253,0.002372941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3854426,"threshold_uncertainty_score":0.9999358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740232039944886,"score_gpt":0.3338953262668305,"score_spread":0.2864930058673817,"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."}}