{"id":"W4313557092","doi":"10.1038/s41564-022-01296-5","title":"Multitasking to prevent viral haemorrhagic fevers","year":2023,"lang":"en","type":"letter","venue":"Nature Microbiology","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Virology; Recombinant DNA; Biology; Medicine; Immunology; Gene","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":[0.002654867,0.0006957906,0.0008573576,0.0004669847,0.00285786,0.00178186,0.001255519,0.03457663,0.007429691],"category_scores_gemma":[0.01425604,0.0003923893,0.001029709,0.000264751,0.001941738,0.001992715,0.00181122,0.02189113,0.004557098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002769755,"about_ca_system_score_gemma":0.003249262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004748917,"about_ca_topic_score_gemma":0.009801997,"domain_scores_codex":[0.99815,0.0005990961,0.0002096891,0.0001617261,0.0004448815,0.0004346944],"domain_scores_gemma":[0.992586,0.003887105,0.0004792289,0.0002469171,0.000804047,0.001996821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001836629,0.0001493155,0.001639741,0.0001157159,0.00003867085,0.002506407,0.0002330463,0.00009609394,0.0007335276,0.00313668,0.958134,0.03303309],"study_design_scores_gemma":[0.0006083355,0.0005629659,0.007780837,0.0006603173,0.00008320882,0.003397765,0.000885681,0.0008243088,0.0007533779,0.0170779,0.9672925,0.00007277125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001400165,0.002302415,0.0002106387,0.9693037,0.02007246,0.00002113719,0.00002524474,0.00003999055,0.006624196],"genre_scores_gemma":[0.01688217,0.001527831,0.000368825,0.9250053,0.04408906,0.00007282888,0.00002705229,0.00002528418,0.01200174],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03457663,"threshold_uncertainty_score":0.02485478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784833370686489,"score_gpt":0.3329797897427062,"score_spread":0.3151314560358413,"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."}}