{"id":"W160630304","doi":"10.15173/m.v1i7.658","title":"Avian Influenza Pandemic: Fight or Flight?","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Influenza A virus subtype H5N1; Influenza pandemic; Virology; Pandemic influenza; Coronavirus disease 2019 (COVID-19); Biology; Geography; Medicine; Virus; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01124219,0.000312253,0.000583914,0.001652371,0.002213497,0.003673132,0.0008043557,0.003292691,0.01876224],"category_scores_gemma":[0.02539331,0.0001932992,0.0003573649,0.001294793,0.003360217,0.00523275,0.001758682,0.002714766,0.001318185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740354,"about_ca_system_score_gemma":0.00419932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218009,"about_ca_topic_score_gemma":0.02058538,"domain_scores_codex":[0.9960176,0.002927542,0.0001982789,0.0002113383,0.0002416076,0.0004035196],"domain_scores_gemma":[0.9847685,0.007561077,0.002296159,0.001032935,0.001856466,0.002484885],"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":[0.001533699,0.0004773089,0.1434794,0.001902577,0.0003299944,0.0006505146,0.0111775,0.00007568287,0.001282139,0.08710592,0.2815273,0.4704581],"study_design_scores_gemma":[0.0003936375,0.001732839,0.212484,0.008120388,0.000418572,0.001897128,0.09366766,0.0003344485,0.0008476637,0.0274979,0.6524562,0.0001495698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07890526,0.07997642,0.0002455436,0.7845668,0.009464578,0.0000474664,0.0003590342,0.00002274242,0.0464123],"genre_scores_gemma":[0.7163935,0.07470147,0.001295617,0.1735198,0.01725392,0.0001258986,0.0002823507,0.00002788363,0.0163997],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01876224,"threshold_uncertainty_score":0.0627659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141127272323773,"score_gpt":0.4500161369309311,"score_spread":0.2359034096985539,"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."}}