{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003568565,0.0003738281,0.000867374,0.0004099518,0.0003282196,0.00004856513,0.0001227114,0.0002116497,0.0002085546],"category_scores_gemma":[0.0003194827,0.0003116149,0.0001640439,0.00005133131,0.0004837326,0.00007773499,0.0002833323,0.0005935815,5.496887e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420057,"about_ca_system_score_gemma":0.0002208588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002808349,"about_ca_topic_score_gemma":0.0003595346,"domain_scores_codex":[0.9982101,0.00004868112,0.0004736781,0.000511363,0.000448645,0.0003075537],"domain_scores_gemma":[0.9985378,0.0002637528,0.0003033198,0.0002951271,0.0004293068,0.0001706966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03577318,0.001513765,0.05992735,0.01133241,0.02791233,0.0009102207,0.01213372,0.00005042079,0.4438538,0.02891911,0.01323109,0.3644426],"study_design_scores_gemma":[0.02872024,0.0158832,0.02911046,0.02416225,0.01055733,0.0005482387,0.002646849,0.0009225197,0.08718347,0.005686149,0.7899715,0.004607742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5640481,0.008151588,0.0009948275,0.0008418711,0.0005189705,0.01382858,0.005917809,0.0008975702,0.4048007],"genre_scores_gemma":[0.8938681,0.000287103,0.0002244602,0.0001846921,0.0001306734,0.000225335,0.0001727247,0.0001866017,0.1047202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7767404,"threshold_uncertainty_score":0.9999336,"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."}}