{"id":"W4378194585","doi":"10.1007/978-3-031-26078-0_15","title":"Direct Antiviral Agents for Hepatitis C","year":2023,"lang":"en","type":"book-chapter","venue":"Emerging infectious diseases of the 21st century","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Virology; Medicine","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":[0.0001839515,0.0004377684,0.0007998857,0.0003724792,0.0002449996,0.0000309327,0.000331078,0.0002588332,0.0004072865],"category_scores_gemma":[0.0006881721,0.0003584227,0.001102996,0.0001551227,0.0002523689,0.00007007887,0.0003538976,0.0004108025,0.0001957352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864372,"about_ca_system_score_gemma":0.0003274508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002885184,"about_ca_topic_score_gemma":0.0001741809,"domain_scores_codex":[0.9974654,0.00005786632,0.0005384214,0.0005296114,0.0008865621,0.0005221849],"domain_scores_gemma":[0.9979739,0.000243726,0.00034886,0.0008979664,0.0003105193,0.0002250873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007025501,0.0009832147,0.4560095,0.008355456,0.006376051,0.0002750831,0.000436457,0.00007546458,0.0003166392,0.05166618,0.1931023,0.2817011],"study_design_scores_gemma":[0.002576561,0.0005569171,0.03784973,0.003316266,0.001872325,0.0000104886,0.00002062394,0.0001817542,0.0003186889,0.003778866,0.9486594,0.0008583423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004090677,0.002773988,0.00001716585,0.0004678511,0.004534082,0.003392813,0.003231499,0.0005794727,0.9809124],"genre_scores_gemma":[0.4847184,0.02465016,0.00002596236,0.0004094026,0.001306758,0.0002218116,0.0006674657,0.0005157105,0.4874843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7555571,"threshold_uncertainty_score":0.9998868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252727184622366,"score_gpt":0.3015275481979764,"score_spread":0.2762548297357398,"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."}}