{"id":"W1586961750","doi":"10.1002/hep.26903","title":"Preparing for the Uncertain Yet Inevitable: Off-Label Combinations of Antiviral Agents in Hepatitis C Virus","year":2013,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Hepatitis a virus; Hepatitis C virus; Virus; Hepatitis virus; Medicine; Computational biology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003665874,0.0001331065,0.0004247698,0.0002275888,0.00008413215,0.00001443131,0.0002055494,0.0001391765,0.0001955139],"category_scores_gemma":[0.001080391,0.0001048699,0.00006260978,0.0004069443,0.0002125002,0.0001287737,0.0001175441,0.0002328044,0.00008924043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183203,"about_ca_system_score_gemma":0.0002219837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168216,"about_ca_topic_score_gemma":0.01171853,"domain_scores_codex":[0.9984508,0.0001507919,0.0004480811,0.0002529405,0.000244128,0.0004532312],"domain_scores_gemma":[0.9984485,0.0007253571,0.0001009547,0.0003966967,0.0002561617,0.00007234516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000512117,0.0004704904,0.9181914,0.0001066243,0.00007146136,0.00001628944,0.0002192375,0.000002707918,0.001912582,0.00252405,0.01610712,0.06032678],"study_design_scores_gemma":[0.01131344,0.001199716,0.5579517,0.0002569256,0.0001234574,0.00004999457,0.0001166868,0.3542483,0.008847553,0.004530022,0.06097382,0.0003883947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894612,0.0004530835,0.0004575553,0.002054723,0.0001899978,0.001829619,0.00004999166,0.00003053729,0.005473261],"genre_scores_gemma":[0.9962031,0.001190754,0.0007709252,0.000432083,0.00002225274,0.000639262,0.00004770793,0.00002615437,0.0006677836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602397,"threshold_uncertainty_score":0.9897255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07680442624953684,"score_gpt":0.3792300899491609,"score_spread":0.302425663699624,"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."}}