{"id":"W4235776169","doi":"10.32920/14638224.v1","title":"Modeling Amantadine Treatment of Inuenza A Virus In Vitro","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Laboratory Directed Research and Development; National Institutes of Health; Los Alamos National Laboratory; Adamas Pharmaceuticals; U.S. Department of Energy","keywords":"Amantadine; In vivo; In vitro; Infectivity; Virus; Virology; Influenza A virus; Biology; Chemistry; Biochemistry","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":[0.0002344944,0.0006220396,0.0006006701,0.0003149952,0.0002609994,0.0006294247,0.0005542553,0.0009697395,0.001302029],"category_scores_gemma":[0.0006109896,0.0002723981,0.0008901645,0.0001924248,0.0003087758,0.0005202016,0.0003025949,0.0005062524,0.0003363223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009951077,"about_ca_system_score_gemma":0.0006249206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01252232,"about_ca_topic_score_gemma":0.005345165,"domain_scores_codex":[0.9998871,0.00001949444,0.000006944676,0.00003413927,0.00002369786,0.00002859254],"domain_scores_gemma":[0.9997607,0.0001095938,0.00005726574,0.00001262333,0.0000441817,0.00001566341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006161151,0.00005755522,0.001159137,0.0001201277,0.00003038711,0.0001551966,0.00006796528,0.9429983,0.05043864,0.0025187,0.0002286956,0.002163557],"study_design_scores_gemma":[0.000007693024,0.00006462598,0.0003992151,0.000006023824,0.0000134797,0.00003242652,0.00001435316,0.9901899,0.008326441,0.0003859842,0.0005520073,0.000007943338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673328,0.001982762,0.1113711,0.0006847631,0.0001265349,0.0001400217,0.001867621,0.00024966,0.01624478],"genre_scores_gemma":[0.9790949,0.00143396,0.01057278,0.0001134921,0.00001925655,0.0002001182,0.0005953173,0.00004502674,0.007925179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252232,"threshold_uncertainty_score":0.02489883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691288291223635,"score_gpt":0.4175566536571678,"score_spread":0.2484278245348042,"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."}}