{"id":"W4406365250","doi":"10.1002/9781683670438.mcm0115","title":"Mechanisms of Resistance to Antiviral Agents","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Université Laval","funders":"","keywords":"Resistance (ecology); Virology; Business; Biology; Computer science; Ecology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000238804,0.0002023705,0.0005811183,0.0004466377,0.00001735767,0.000008481165,0.0002193324,0.0002972577,0.00177072],"category_scores_gemma":[0.0002674921,0.0001987084,0.0001334837,0.0003501392,0.00007187183,0.00001296465,0.0001357217,0.0002645299,0.005208696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000999217,"about_ca_system_score_gemma":0.000174844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001881158,"about_ca_topic_score_gemma":0.002526521,"domain_scores_codex":[0.9984795,0.00004742649,0.0003065129,0.0004065058,0.0004026714,0.0003573343],"domain_scores_gemma":[0.998956,0.00004572831,0.0001211323,0.0006467491,0.00006797534,0.0001624388],"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":[0.0000623242,0.00005755298,0.0005838693,0.0003784287,0.0001329443,0.0001275627,0.00003913612,3.703357e-8,0.006090719,0.0002228681,0.9804755,0.01182899],"study_design_scores_gemma":[0.0005753037,0.000137535,0.001293889,0.001565594,0.00005284367,6.079619e-7,0.00001334984,0.000002371428,0.009466799,0.0001368282,0.9865692,0.000185678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004772668,0.0003365608,0.00153545,0.0005994655,0.0006642081,0.001246586,0.0004132904,0.0004573175,0.9942698],"genre_scores_gemma":[0.01060663,0.0004085765,0.00379422,0.0002710556,0.0002051705,0.00003647333,0.00004268281,0.001139373,0.9834958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01164331,"threshold_uncertainty_score":0.9991418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05157927488216182,"score_gpt":0.3755162863970993,"score_spread":0.3239370115149375,"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."}}