{"id":"W2062381708","doi":"10.1128/jcm.03636-13","title":"Detection and Differentiation of Herpes Simplex Viruses by Use of the Viper Platform: Advantages, Limitations, and Concerns","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; University Health Network; Capital District Health Authority; Dalhousie University","funders":"","keywords":"VIPeR; Herpes simplex virus; Virology; HSL and HSV; Viper Venoms; Biology; Simplex; Virus; Molecular biology; Venom; Mathematics; Combinatorics; Snake venom","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":[0.01996965,0.001120764,0.00088009,0.001643399,0.0005638126,0.002209102,0.001828902,0.002007358,0.0008572196],"category_scores_gemma":[0.01420457,0.0007790178,0.0005693039,0.0009110308,0.002130823,0.001764168,0.001386068,0.001529667,0.0007971765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456252,"about_ca_system_score_gemma":0.0004440234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115902,"about_ca_topic_score_gemma":0.001420617,"domain_scores_codex":[0.9854261,0.006953513,0.001113742,0.001217624,0.004823824,0.0004652009],"domain_scores_gemma":[0.9866517,0.007757829,0.001304589,0.001097593,0.002914167,0.0002741056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001176799,0.0002538098,0.1020073,0.002451463,0.0001962385,0.002051963,0.002978519,0.0008527893,0.723267,0.002968005,0.002236872,0.1595592],"study_design_scores_gemma":[0.00003834681,0.002046105,0.03759676,0.0005186297,0.000219659,0.01898737,0.002305354,0.01033338,0.8853776,0.004054934,0.03837299,0.0001490098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5678365,0.06695685,0.3421206,0.006742176,0.001223303,0.0006897594,0.0005078849,0.001244548,0.01267835],"genre_scores_gemma":[0.7004303,0.01416908,0.2758414,0.002287342,0.000381246,0.0004677352,0.0004561826,0.0001611821,0.005805488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996965,"threshold_uncertainty_score":0.1056109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078976823515893,"score_gpt":0.3763713918130738,"score_spread":0.2684737094614845,"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."}}