{"id":"W2173640120","doi":"10.1128/cmr.00014-15","title":"Backs against the Wall: Novel and Existing Strategies Used during the 2014-2015 Ebola Virus Outbreak","year":2015,"lang":"en","type":"review","venue":"Clinical Microbiology Reviews","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Outbreak; Ebola virus; Medicine; Virology; Population; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007774201,0.0007108655,0.001075808,0.002239106,0.0004470662,0.001571007,0.0007774,0.00135984,0.002809675],"category_scores_gemma":[0.001273579,0.000260575,0.0007576899,0.001203744,0.0005512506,0.001723414,0.0007275722,0.001346155,0.001493291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004975921,"about_ca_system_score_gemma":0.001339363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019671,"about_ca_topic_score_gemma":0.0020443,"domain_scores_codex":[0.9995731,0.0001065579,0.00008025132,0.00006049755,0.0001333638,0.00004630725],"domain_scores_gemma":[0.9996288,0.000180619,0.00006467679,0.00001054371,0.00008949621,0.00002582968],"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":[0.0000906292,0.0000879265,0.0004677098,0.03544163,0.0001438087,0.0004405939,0.0005135834,0.0002260517,0.002537322,0.004303637,0.0236731,0.9320741],"study_design_scores_gemma":[0.00001229906,0.0001902177,0.001339698,0.01256611,0.0001728396,0.002206935,0.0004635823,0.00007049233,0.001206298,0.001382288,0.9803595,0.00002968097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002435652,0.9980751,0.00009426236,0.0003878706,0.0002136948,0.000008185747,0.00001425564,0.000005267383,0.0009578143],"genre_scores_gemma":[0.001213189,0.9978575,0.0002093304,0.0002329426,0.0001192569,0.000007004915,0.00001829262,0.000001340196,0.0003410468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002809675,"threshold_uncertainty_score":0.009399295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2936065283968863,"score_gpt":0.5027907551720305,"score_spread":0.2091842267751442,"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."}}