{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001256587,0.0002733681,0.0004908992,0.0005852149,0.0003017508,0.0001189254,0.0004858102,0.0001914668,0.0004715948],"category_scores_gemma":[0.0006131179,0.0002166133,0.0001880522,0.001247896,0.0003106383,0.0001619402,0.0003325783,0.001471105,0.005576659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635559,"about_ca_system_score_gemma":0.0003145875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025244,"about_ca_topic_score_gemma":0.0001101304,"domain_scores_codex":[0.995344,0.0001961925,0.0004234818,0.0007311379,0.001847907,0.001457269],"domain_scores_gemma":[0.9979822,0.0005604514,0.0000310742,0.0005485386,0.0002913306,0.0005864269],"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":[0.002976625,0.0006093818,0.02526016,0.00003067671,0.00008445715,0.0002843614,0.0002663692,7.188791e-7,0.9085096,0.001508008,0.009256163,0.05121351],"study_design_scores_gemma":[0.00335142,0.002274373,0.3958593,0.0003392408,0.00004142459,0.00007848466,0.0001629892,0.0008384946,0.273933,0.002880313,0.3196889,0.000551976],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646919,0.001274971,0.0001923943,0.01595518,0.00007698755,0.0007696308,0.0001855867,0.0001152101,0.01673819],"genre_scores_gemma":[0.9838001,0.0006991493,0.0009235646,0.005268704,0.0007719727,0.00002762455,0.00005449165,0.00003401054,0.00842037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6345766,"threshold_uncertainty_score":0.9951976,"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."}}