{"id":"W2002206731","doi":"10.1016/j.antiviral.2009.02.174","title":"Novel Broad-Spectrum Biopharmaceuticals: From HIV-1 to Pandemic Influenza A Virus","year":2009,"lang":"en","type":"article","venue":"Antiviral Research","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Virology; Pandemic; Broad spectrum; Human immunodeficiency virus (HIV); Virus; Influenza pandemic; Pandemic influenza; Coronavirus disease 2019 (COVID-19); Biology; Influenza A virus; Medicine; Chemistry; Infectious disease (medical specialty); Internal medicine; Disease","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":[0.0002387972,0.0003189639,0.0001770344,0.0002645582,0.0001434515,0.0003548184,0.0002820061,0.0003421133,0.002207454],"category_scores_gemma":[0.0001746266,0.0001132704,0.0001921626,0.0001299157,0.0001846891,0.0003749003,0.0001925474,0.0006530546,0.0004962251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772689,"about_ca_system_score_gemma":0.0001745102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003815664,"about_ca_topic_score_gemma":0.0005867329,"domain_scores_codex":[0.999961,0.000008306486,0.000002316805,0.00000731309,0.00001033605,0.0000106923],"domain_scores_gemma":[0.9999549,0.00001034013,0.000005879705,0.000003356865,0.00001107159,0.00001437939],"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":[0.0006275581,0.0003861137,0.0005603778,0.0004179127,0.00003438428,0.0003451527,0.00006452662,0.0008887465,0.7887849,0.003472107,0.002907976,0.2015101],"study_design_scores_gemma":[0.0003814604,0.006030149,0.005699873,0.0001880616,0.0001627121,0.002816359,0.0001317185,0.003613624,0.868116,0.004757107,0.1080659,0.00003711467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7577047,0.185368,0.02325831,0.004510732,0.001402658,0.0002503476,0.0005117397,0.0002862739,0.02670715],"genre_scores_gemma":[0.8952603,0.07657044,0.01228478,0.001868935,0.000423306,0.00009040751,0.0006050373,0.00002339527,0.01287339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002207454,"threshold_uncertainty_score":0.007384658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141721517263861,"score_gpt":0.490463956815787,"score_spread":0.2762918050894009,"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."}}