{"id":"W2772663479","doi":"10.1128/aem.02098-17","title":"The Emergency Medical Service Microbiome","year":2017,"lang":"en","type":"review","venue":"Applied and Environmental Microbiology","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Microbiome; Biosafety; Transmission (telecommunications); Vancomycin-resistant Enterococcus; Health care; Medicine; Biology; Biotechnology; Bioinformatics; Staphylococcus aureus; Vancomycin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003225348,0.0004021072,0.001215556,0.00005987988,0.0005944466,0.00001505981,0.0002991134,0.0008775424,0.0006120205],"category_scores_gemma":[0.00002368818,0.0002470612,0.0002194814,0.00004225441,0.0004034605,0.00001279632,0.0003169021,0.0007242948,0.0006863997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374906,"about_ca_system_score_gemma":0.0001316308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002996159,"about_ca_topic_score_gemma":0.0000273388,"domain_scores_codex":[0.9982527,0.00009341664,0.0006237668,0.0005150508,0.00007178605,0.0004432919],"domain_scores_gemma":[0.9986829,0.0001297179,0.0003439754,0.0006352895,0.000006901913,0.0002012236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001587751,0.00004693136,0.0000256222,0.003188055,0.0002504572,0.00001709363,0.00002414328,4.953728e-9,0.0007793074,0.00009079296,0.001434165,0.9941276],"study_design_scores_gemma":[0.0004100975,0.00005241058,0.00003739433,0.0005995581,0.0003797036,0.002101569,0.00002691135,4.710747e-7,0.000004319734,0.00001391069,0.9961588,0.0002148996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001254908,0.9959829,0.000002320499,0.000794513,0.0007699108,0.001035341,0.0001218339,0.00002981861,0.001137847],"genre_scores_gemma":[0.0004133774,0.9964775,0.00001392571,0.000643742,0.000441814,0.0001828631,0.0009885004,0.00005288592,0.0007853816],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9947246,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0459036362054304,"score_gpt":0.3448210889150988,"score_spread":0.2989174527096684,"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."}}