{"id":"W4220700914","doi":"10.5772/intechopen.102365","title":"Predicted and Measured Virucidal Efficacies of Microbicides for Emerging and Re-emerging Viruses Associated with WHO Priority Diseases","year":2022,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Filoviridae; Virology; Ebola virus; Microbicides for sexually transmitted diseases; Lassa fever; Medicine; Biology; Virus; Viral disease; Population; Environmental health; Paramyxoviridae","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":[0.001247018,0.000718141,0.0005953747,0.0007414398,0.0002004371,0.001149209,0.0005180802,0.0007083015,0.001639391],"category_scores_gemma":[0.003157524,0.0002237583,0.001141105,0.0002634964,0.0002870355,0.0006467695,0.0002675132,0.0005931347,0.0008027817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334569,"about_ca_system_score_gemma":0.0007245502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006615468,"about_ca_topic_score_gemma":0.003047234,"domain_scores_codex":[0.9993475,0.00009100792,0.0000533623,0.0001874886,0.0001950605,0.000125628],"domain_scores_gemma":[0.9985968,0.0007162971,0.0002479426,0.00005596093,0.0003322043,0.00005065479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001671253,0.0006264119,0.1954322,0.003030285,0.0008051108,0.0003511574,0.0002079785,0.3047128,0.2969444,0.004183955,0.005621416,0.186413],"study_design_scores_gemma":[0.0001162826,0.00556144,0.1456319,0.0004411944,0.0007776163,0.001258515,0.0003457919,0.4585525,0.3700565,0.002915105,0.01406769,0.0002754673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289777,0.02783188,0.0256007,0.0002431421,0.000187223,0.0003353899,0.008631675,0.0005261882,0.007666027],"genre_scores_gemma":[0.9815328,0.004567799,0.007346161,0.0001142204,0.00002426828,0.0001322286,0.004449039,0.00003527265,0.001798242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006615468,"threshold_uncertainty_score":0.01315391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830027001652707,"score_gpt":0.3081902073045889,"score_spread":0.2698899372880618,"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."}}