{"id":"W2406546035","doi":"10.1038/srep26516","title":"The scanning electron microscope in microbiology and diagnosis of infectious disease","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Scanning electron microscope; Ultrastructure; Transmission electron microscopy; Ebola virus; Bacteria; Electron microscope; Microscopy; Materials science; Microbiology; Virus; Biology; Nanotechnology; Virology; Pathology; Medicine; Composite material; Optics; Anatomy; Physics","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":[0.005466928,0.0009006993,0.001126581,0.005142901,0.0009310783,0.002109815,0.001582805,0.002685443,0.01023172],"category_scores_gemma":[0.00268702,0.0006241109,0.0005652258,0.003228307,0.002386836,0.00282965,0.002715491,0.004598639,0.007619991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406292,"about_ca_system_score_gemma":0.001951395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296415,"about_ca_topic_score_gemma":0.002346154,"domain_scores_codex":[0.9969523,0.001340323,0.0002765089,0.0003138002,0.0009365128,0.0001805281],"domain_scores_gemma":[0.9967404,0.001117049,0.0002457035,0.000357607,0.001128452,0.0004108048],"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":[0.0003459438,0.0002852545,0.007333072,0.003426799,0.0001220961,0.002368561,0.0005605794,0.0009879976,0.06889413,0.0650971,0.07481999,0.7757584],"study_design_scores_gemma":[0.00002857354,0.0004518994,0.005247665,0.002068463,0.00007263738,0.00704978,0.0004765682,0.001196321,0.01691952,0.01711855,0.9492857,0.00008435482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007760899,0.8221343,0.07355209,0.01141641,0.01035638,0.0002699057,0.0004355216,0.0008723421,0.07320207],"genre_scores_gemma":[0.06900853,0.6561589,0.1899036,0.006483381,0.007731321,0.0005542085,0.001023839,0.0003119225,0.06882437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01023172,"threshold_uncertainty_score":0.03422844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170541663438316,"score_gpt":0.2976454439775207,"score_spread":0.2859400273431376,"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."}}