{"id":"W1975653589","doi":"10.1126/scitranslmed.3004094","title":"Influenza: The New Great Imitator","year":2012,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Virology; Medicine; Biology","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":[0.0006606514,0.0003753976,0.0004016558,0.0003499872,0.0003529674,0.001382878,0.0003628096,0.0008081025,0.005356382],"category_scores_gemma":[0.0004951545,0.000141944,0.0002095979,0.0001862671,0.0007724314,0.002073557,0.0009730857,0.001605555,0.001432612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005277299,"about_ca_system_score_gemma":0.0004469698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000236225,"about_ca_topic_score_gemma":0.0006655263,"domain_scores_codex":[0.9998405,0.00003340993,0.000009794151,0.00003038924,0.0000530106,0.00003292363],"domain_scores_gemma":[0.9996873,0.00005519017,0.00004666772,0.00003647736,0.00005991854,0.0001143881],"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":[0.001218647,0.0001360468,0.004193552,0.001153743,0.0001452764,0.0005331315,0.0004280634,0.0003865317,0.2770963,0.02978264,0.09161742,0.5933087],"study_design_scores_gemma":[0.00008494531,0.0007580362,0.005845068,0.0002960669,0.0001348959,0.001506977,0.0004846276,0.0009179877,0.05290705,0.01423053,0.9227888,0.00004492134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.105739,0.6691371,0.01255748,0.1310385,0.01886976,0.0000906774,0.0009186565,0.0008917054,0.06075706],"genre_scores_gemma":[0.552589,0.2949533,0.01286311,0.03389736,0.01880493,0.0001345371,0.0008823788,0.0002217757,0.08565367],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005356382,"threshold_uncertainty_score":0.01791883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177577082062862,"score_gpt":0.443974830898263,"score_spread":0.2663977488354009,"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."}}