{"id":"W2886053403","doi":"10.1016/j.biologicals.2018.08.002","title":"Report of the international conference on next generation sequencing for adventitious virus detection in biologicals","year":2018,"lang":"en","type":"article","venue":"Biologicals","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"World Health Organization","keywords":"Standardization; Harmonization; Food and drug administration; Biotechnology; Product (mathematics); Medicine; Risk analysis (engineering); Computer science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01611193,0.001707635,0.001447676,0.0027806,0.001593223,0.003950714,0.002023434,0.004731851,0.01645922],"category_scores_gemma":[0.005467294,0.0005766266,0.001743804,0.001295135,0.001406216,0.00266602,0.002857886,0.004294997,0.006281812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150262,"about_ca_system_score_gemma":0.007078299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009219147,"about_ca_topic_score_gemma":0.009435029,"domain_scores_codex":[0.9959409,0.0009987643,0.0002080858,0.0005892122,0.001492126,0.0007708065],"domain_scores_gemma":[0.9889253,0.001985791,0.0004472813,0.0006189022,0.005246025,0.002776682],"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":[0.0032267,0.001961421,0.009704981,0.001884399,0.0006313362,0.001029879,0.0005755892,0.006999808,0.1270146,0.01123133,0.4572771,0.3784628],"study_design_scores_gemma":[0.0001577743,0.001123883,0.01045202,0.0002870103,0.0003104503,0.0003833731,0.0003654865,0.004990447,0.09744045,0.004845497,0.879517,0.0001265377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1162301,0.1486046,0.29281,0.1098728,0.1348031,0.005697221,0.02093603,0.003199565,0.1678465],"genre_scores_gemma":[0.1948396,0.07532056,0.2058061,0.02563022,0.02378091,0.002932557,0.04766436,0.00211601,0.4219097],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01645922,"threshold_uncertainty_score":0.08520901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2497155387728807,"score_gpt":0.3191670815465262,"score_spread":0.06945154277364551,"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."}}