{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01688356,0.0005364328,0.0007251619,0.001026277,0.002987573,0.007074278,0.001441355,0.007367342,0.01227771],"category_scores_gemma":[0.04421406,0.0004419635,0.001112317,0.0006761305,0.003890389,0.01031794,0.003768508,0.01153595,0.005108623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180019,"about_ca_system_score_gemma":0.005342237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009587681,"about_ca_topic_score_gemma":0.003556821,"domain_scores_codex":[0.9863954,0.008218142,0.00101515,0.0005389247,0.003384933,0.0004474612],"domain_scores_gemma":[0.973776,0.01423849,0.00292338,0.001447754,0.005033022,0.002581266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002044116,0.0002108139,0.002066641,0.0008519507,0.0000521889,0.001478698,0.00119179,0.0003823093,0.001071446,0.03419359,0.4892568,0.4690393],"study_design_scores_gemma":[0.0000593484,0.0002260579,0.0008446024,0.001557567,0.00004548642,0.001849695,0.0009568925,0.0004015524,0.0007909846,0.02497984,0.9682354,0.00005264465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006390366,0.09909516,0.01764652,0.7396395,0.06151488,0.0002329738,0.0001455447,0.0005215251,0.07481354],"genre_scores_gemma":[0.1033548,0.1930068,0.05994002,0.4770582,0.1041252,0.000536906,0.0004806008,0.0005888966,0.06090862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01688356,"threshold_uncertainty_score":0.08928984,"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."}}