{"id":"W2315153666","doi":"10.3851/imp2066","title":"Current research on respiratory viral infections: XIIth International Symposium","year":2012,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Pandemic; Epidemiology; Coronavirus disease 2019 (COVID-19); Virology; Infectious disease (medical specialty); Medicine; Disease; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002036603,0.0002368967,0.0002648874,0.0007502859,0.0003815301,0.0001020759,0.0002443322,0.0001500176,0.0004468653],"category_scores_gemma":[0.0001833527,0.0001918682,0.0001799796,0.0008358878,0.0003212694,0.0006094098,0.0001026171,0.001259586,0.002000883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572683,"about_ca_system_score_gemma":0.0001579355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003885709,"about_ca_topic_score_gemma":0.000002830063,"domain_scores_codex":[0.9966611,0.0005783282,0.0003614074,0.0004001786,0.001185161,0.0008137871],"domain_scores_gemma":[0.9984308,0.0002141557,0.00006702399,0.0006024365,0.0004425901,0.0002429556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001222293,0.004577429,0.6296453,0.00003705522,0.0002296031,0.00002238471,0.0003386577,0.00000587894,0.1077037,0.007551167,0.02195625,0.2267102],"study_design_scores_gemma":[0.00187796,0.002397921,0.1123369,0.0001040927,0.00000759265,0.00001544579,0.00005082013,0.00002416788,0.05378767,0.0001372286,0.8290364,0.0002238624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580529,0.002011138,0.00005690086,0.0008291175,0.001671547,0.000786381,0.00001103994,0.0001453231,0.03643564],"genre_scores_gemma":[0.9936148,0.001890818,0.00002842897,0.0007623957,0.002505974,0.0001920764,0.00001939441,0.00005712457,0.0009289675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070801,"threshold_uncertainty_score":0.9987762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198648855184423,"score_gpt":0.4926605373088748,"score_spread":0.2940116821244518,"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."}}