{"id":"W7097277193","doi":"","title":"BACKGROUND","year":2016,"lang":"en","type":"article","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Influenza pandemic; Health care; Plan (archaeology); Delphi method; Unit (ring theory); Pandemic influenza","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004091399,0.0006809575,0.0003692533,0.001040951,0.002303858,0.003169566,0.002183815,0.001688668,0.2932054],"category_scores_gemma":[0.01315234,0.0002312274,0.0005638803,0.001169689,0.0008841762,0.001876482,0.002863631,0.001903388,0.08467559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002920531,"about_ca_system_score_gemma":0.009369591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007215685,"about_ca_topic_score_gemma":0.009985465,"domain_scores_codex":[0.9966253,0.0009294428,0.000205723,0.0005170339,0.001046224,0.0006762279],"domain_scores_gemma":[0.994554,0.0008395475,0.000288105,0.0003736209,0.002611225,0.001333489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000326019,0.000498425,0.01239217,0.0009469845,0.0000172862,0.0008789695,0.002376774,0.0002189512,0.0004731643,0.0456552,0.6102242,0.3259919],"study_design_scores_gemma":[0.00003166003,0.0001317335,0.006821306,0.00112774,0.00001243864,0.001002669,0.002177756,0.0001044265,0.0002307024,0.008045861,0.9802927,0.00002086266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02357543,0.005279303,0.01205338,0.05131806,0.006369792,0.002620955,0.01620607,0.0008841611,0.8816929],"genre_scores_gemma":[0.1732086,0.01172229,0.02340952,0.05511785,0.002863564,0.005530884,0.02564172,0.0006553674,0.7018502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7067946,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650196594547963,"score_gpt":0.4232856311798197,"score_spread":0.2582659717250234,"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."}}