{"id":"W2140212776","doi":"10.1186/1743-422x-10-141","title":"Analytical technologies for influenza virus-like particle candidate vaccines: challenges and emerging approaches","year":2013,"lang":"en","type":"review","venue":"Virology Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Virology; Biology; Virus-like particle; Virus; Pandemic; Computational biology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Recombinant DNA; Disease; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008320097,0.001393437,0.001661736,0.001831508,0.0007427286,0.004115519,0.002547077,0.002566512,0.003075779],"category_scores_gemma":[0.004575925,0.0008499824,0.0009256168,0.001538672,0.001919597,0.005405177,0.002161272,0.005460611,0.003676056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909798,"about_ca_system_score_gemma":0.002540421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008691802,"about_ca_topic_score_gemma":0.001027992,"domain_scores_codex":[0.9959099,0.001034291,0.0001896296,0.0006836323,0.001926756,0.0002558158],"domain_scores_gemma":[0.9968433,0.001025721,0.0003104196,0.000262528,0.001347809,0.000210247],"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":[0.0002217137,0.0004065373,0.001986217,0.0100446,0.0001568258,0.0007760719,0.0005540018,0.003536374,0.3209605,0.07029124,0.02639719,0.5646687],"study_design_scores_gemma":[0.00003721488,0.001008288,0.002011099,0.00165999,0.0001597389,0.002354772,0.0009856948,0.0167742,0.2146062,0.06638625,0.6938396,0.0001770504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01690299,0.5955064,0.346132,0.02092559,0.003110554,0.0004156937,0.000675304,0.001103848,0.0152276],"genre_scores_gemma":[0.09221087,0.4681985,0.4198209,0.005182168,0.002404154,0.0006750096,0.001621786,0.0004137331,0.00947279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008320097,"threshold_uncertainty_score":0.0440014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3145295148788663,"score_gpt":0.4365740997200264,"score_spread":0.1220445848411602,"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."}}