{"id":"W3196360981","doi":"10.3390/v13091721","title":"Validation of a Genotype-Independent Hepatitis C Virus Near-Whole Genome Sequencing Assay","year":2021,"lang":"en","type":"article","venue":"Viruses","topic":"Hepatitis C virus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Western University; AIDS Vancouver; University of British Columbia","funders":"Genome British Columbia","keywords":"NS5B; Genotype; Genotyping; Virology; Biology; Hepatitis C virus; NS5A; Genetics; Hepacivirus; Virus; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007056595,0.001053015,0.001220507,0.001051921,0.0006356903,0.001118043,0.001255354,0.001357335,0.001222558],"category_scores_gemma":[0.007997579,0.0006526411,0.0009448315,0.0005905339,0.0007015971,0.000517525,0.001321148,0.001130639,0.001556337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793089,"about_ca_system_score_gemma":0.001273151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578242,"about_ca_topic_score_gemma":0.004589943,"domain_scores_codex":[0.9898948,0.003229639,0.000643085,0.002261566,0.003464787,0.0005061087],"domain_scores_gemma":[0.9956909,0.001247756,0.00040894,0.0007073218,0.001665637,0.0002794567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003375788,0.0002553635,0.005917128,0.0002032263,0.000125691,0.0001101311,0.0002648153,0.002941913,0.9731871,0.0004285568,0.0005888534,0.01563973],"study_design_scores_gemma":[0.0001143839,0.002310786,0.03520498,0.0001178424,0.0002860121,0.001343633,0.0001387375,0.05323786,0.8917753,0.0004886,0.01480154,0.0001804695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6227996,0.001057958,0.3589415,0.000318759,0.0002387466,0.002337865,0.007025661,0.002447292,0.004832672],"genre_scores_gemma":[0.5065036,0.0007175332,0.4641129,0.0008119024,0.0000711235,0.002353619,0.02041738,0.00088256,0.004129491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007056595,"threshold_uncertainty_score":0.0373193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0611409409201387,"score_gpt":0.3317446227758998,"score_spread":0.2706036818557611,"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."}}