{"id":"W2070922929","doi":"10.1371/journal.pone.0060595","title":"Identification of Hepatotropic Viruses from Plasma Using Deep Sequencing: A Next Generation Diagnostic Tool","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Western Canada Research Grid; Compute Canada","keywords":"Virology; Biology; Virus; Hepatitis B virus; Hepatitis C virus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004483842,0.00008486983,0.000142725,0.00001190071,0.0001885224,0.00006431243,0.00008393695,0.00005035245,0.000403386],"category_scores_gemma":[0.0004105088,0.00003964121,0.0000365582,0.000162406,0.00004839832,0.0002832053,0.00004332743,0.0000496808,0.0001586172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006007407,"about_ca_system_score_gemma":0.000005345911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003539759,"about_ca_topic_score_gemma":0.000865816,"domain_scores_codex":[0.9992283,0.00004617898,0.0002576755,0.0001778481,0.0001711094,0.0001188961],"domain_scores_gemma":[0.9993811,0.0002600182,0.0001349261,0.0000513949,0.0001474996,0.00002506894],"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":[0.000001893312,0.0001546266,0.0568392,0.000004798358,0.0000446936,2.128658e-7,0.00008882563,0.00001801523,0.9415488,0.00004310081,0.00001424994,0.001241619],"study_design_scores_gemma":[0.00007637496,0.0001350522,0.2159918,0.00004739856,0.0001121962,5.379285e-7,0.0003590159,0.03053445,0.7521075,0.0004578432,0.00001101508,0.0001668168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993388,0.0001462481,0.0000531868,0.00006507437,0.00003803804,0.0002643254,0.00002120484,0.00004440192,0.0000287081],"genre_scores_gemma":[0.9988588,0.00009737557,0.0006461054,0.00005638104,0.00025254,0.00005513842,0.00001756987,0.000001047572,0.0000150478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1894413,"threshold_uncertainty_score":0.5351081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942584565054324,"score_gpt":0.2420194738974417,"score_spread":0.04776101739200928,"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."}}