{"id":"W6958461947","doi":"10.6084/m9.figshare.1015636","title":"HA-Pseudotyped Retroviral Vectors for Screening and Evaluation of Anti-Flu Inhibitors","year":2014,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virus; Human immunodeficiency virus (HIV); Pandemic; Vector (molecular biology); Disease control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120426,0.00072929,0.0005738934,0.001040666,0.0002796292,0.0007747757,0.000830973,0.000626165,0.002633753],"category_scores_gemma":[0.0005029485,0.0005205689,0.0004819522,0.0007293824,0.0003004934,0.0004731935,0.0002317213,0.001218327,0.001353641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004972246,"about_ca_system_score_gemma":0.000350759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006059033,"about_ca_topic_score_gemma":0.001315909,"domain_scores_codex":[0.9991682,0.0002402001,0.00008808212,0.00007535458,0.0003327579,0.00009535318],"domain_scores_gemma":[0.9997659,0.0000700924,0.00003520993,0.00004406916,0.00005678902,0.00002806658],"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":[0.0003889333,0.0001437602,0.0001800157,0.0001251882,0.00003471143,0.00007292711,0.00002431795,0.0004229738,0.9851338,0.0007823393,0.0007668387,0.01192409],"study_design_scores_gemma":[0.0000885162,0.001046849,0.0006247917,0.00001620056,0.00005914422,0.000394827,0.00001620899,0.00256251,0.9848807,0.0001220078,0.01017295,0.00001524673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6549234,0.03052058,0.2674705,0.001151822,0.001511608,0.003766202,0.02088292,0.001897732,0.01787533],"genre_scores_gemma":[0.7737322,0.01270465,0.1624465,0.0004353966,0.0001751338,0.00111525,0.02866265,0.0003094047,0.0204188],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002633753,"threshold_uncertainty_score":0.008810759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610881597912941,"score_gpt":0.2362993699137113,"score_spread":0.2201905539345818,"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."}}