{"id":"W4402943571","doi":"10.1016/j.antiviral.2024.106016","title":"Comprehensive Herpesviruses Antiviral drug Resistance Mutation Database (CHARMD)","year":2024,"lang":"en","type":"article","venue":"Antiviral Research","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Virology; Drug resistance; Mutation; Antiviral drug; Drug; Biology; Computational biology; Genetics; Virus; Pharmacology; 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":[0.00121944,0.001131504,0.001936276,0.00934653,0.0006476374,0.002168436,0.002332591,0.001672335,0.1376296],"category_scores_gemma":[0.008106841,0.0005209593,0.0009585899,0.009143225,0.0002525474,0.001170634,0.001724212,0.0009886025,0.03361069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009287264,"about_ca_system_score_gemma":0.003036041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006440412,"about_ca_topic_score_gemma":0.01003862,"domain_scores_codex":[0.9992778,0.0001349487,0.0001908899,0.0001151979,0.0001867108,0.00009455035],"domain_scores_gemma":[0.9951658,0.001869617,0.0009985896,0.0004622915,0.0008465872,0.0006571345],"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":[0.0008153521,0.00009405835,0.00446859,0.005368724,0.0002311161,0.0002711772,0.00007758664,0.000948482,0.001187019,0.003736332,0.9272828,0.0555188],"study_design_scores_gemma":[0.0006943244,0.000101053,0.009295222,0.001825843,0.0005302734,0.0006410135,0.00007944311,0.001688721,0.001477547,0.005026665,0.9785688,0.0000710114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001831271,0.002491235,0.001208112,0.0006204877,0.00009495074,0.00009982337,0.9801248,0.003449958,0.01007933],"genre_scores_gemma":[0.01026742,0.003299386,0.006240071,0.0009493313,0.0001044498,0.0003048112,0.9740196,0.0006175727,0.004197304],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1376296,"threshold_uncertainty_score":0.4604168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101139214188476,"score_gpt":0.432911242165294,"score_spread":0.3227973207464464,"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."}}