{"id":"W2988768119","doi":"10.1684/vir.2019.0788","title":"Influenza virus epidemiology: a permanent vaccine challenge","year":2019,"lang":"en","type":"article","venue":"Virologie","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Virology; Epidemiology; Medicine; Virus; Influenza vaccine; Internal medicine","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":[0.03562761,0.0008651105,0.00285339,0.002646558,0.002022395,0.006463784,0.002787221,0.009762671,0.0145257],"category_scores_gemma":[0.05487385,0.0005752073,0.001009282,0.002229222,0.00787364,0.01974715,0.00491898,0.009903476,0.003453702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436817,"about_ca_system_score_gemma":0.008974429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720037,"about_ca_topic_score_gemma":0.004691436,"domain_scores_codex":[0.9938221,0.003128506,0.0007178079,0.0008225013,0.0009997751,0.0005092142],"domain_scores_gemma":[0.9234563,0.04529862,0.004079761,0.007216224,0.01339479,0.006554486],"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":[0.000683644,0.0004504281,0.01832043,0.003531495,0.0002792512,0.0006136499,0.0009382686,0.0005891514,0.001797885,0.07395446,0.4316638,0.4671775],"study_design_scores_gemma":[0.0002677849,0.001020367,0.0367438,0.005566369,0.0002480761,0.002566511,0.005012509,0.00153152,0.0006074612,0.1197452,0.8264747,0.0002155547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004748715,0.114869,0.003437154,0.8422439,0.03024413,0.00002544075,0.0004914702,0.0001152612,0.003824945],"genre_scores_gemma":[0.1323575,0.2816329,0.01526424,0.2535893,0.3035981,0.0002143207,0.00144216,0.000260963,0.01164056],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03562761,"threshold_uncertainty_score":0.1884191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2153032119499599,"score_gpt":0.4372132452341719,"score_spread":0.221910033284212,"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."}}