{"id":"W4205332254","doi":"10.1016/j.virol.2015.02.006","title":"Virus hunting","year":2015,"lang":"en","type":"review","venue":"Virology","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Biology; Viral infection; Virology; Public health; Virus; Immunology; Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003690738,0.0001972102,0.001406052,0.0003191038,0.00005173077,0.00001192831,0.00008996544,0.0004716426,0.0005961394],"category_scores_gemma":[0.00009962246,0.0001388993,0.0003041756,0.0002870107,0.00009068971,0.0000220759,0.0001202036,0.0007010193,0.002959452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031764,"about_ca_system_score_gemma":0.000386588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217715,"about_ca_topic_score_gemma":0.000018031,"domain_scores_codex":[0.9987873,0.0001436923,0.0003125685,0.0002789262,0.0001485698,0.0003289604],"domain_scores_gemma":[0.9993098,0.00006399322,0.00009319698,0.0002976847,0.00007672912,0.0001586332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006316003,0.00004260703,0.000003054022,0.00248255,0.00009673137,0.0001331409,0.000004176923,3.42206e-8,0.000008981437,0.0000834372,0.00391627,0.9932227],"study_design_scores_gemma":[0.000185343,0.0002743508,0.00001083194,0.000697394,0.0004385372,0.001084614,0.00000167746,0.000005276652,9.578097e-7,0.00002489509,0.9971719,0.0001041676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002136217,0.974383,0.00001849427,0.00006238664,0.0002472276,0.0003976454,0.00001216688,0.0000625578,0.02479515],"genre_scores_gemma":[0.000006305113,0.9943588,0.00006397563,0.0001368709,0.00061889,0.00006826437,0.00008162545,0.00004333966,0.004621907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9932557,"threshold_uncertainty_score":0.9978169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1889595823834555,"score_gpt":0.4789976742659169,"score_spread":0.2900380918824614,"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."}}