{"id":"W6887422547","doi":"10.1594/esti2014/p-0115","title":"Imaging Findings of Influenza A (H1N1) Virus Pneumonia in 2013/14 Influenza Season","year":2014,"lang":"en","type":"article","venue":"European Society of Radiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Virus; Pneumonia; Pandemic; Influenza A virus; Influenza season; Influenzavirus B; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002320592,0.0002890287,0.0009293139,0.0001809073,0.00008291299,0.000008521541,0.0003526908,0.0001057102,0.00006330914],"category_scores_gemma":[0.0009459221,0.0002649782,0.0003757464,0.000394837,0.0009889161,0.0001210984,0.0003346261,0.0006205192,0.0001223834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288801,"about_ca_system_score_gemma":0.00009436924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002272047,"about_ca_topic_score_gemma":0.00001044351,"domain_scores_codex":[0.99704,0.0006256606,0.0008235367,0.0004561738,0.0003872454,0.0006673267],"domain_scores_gemma":[0.9983361,0.000402327,0.0002763905,0.0005468969,0.0002848363,0.0001534567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004313956,0.0001909774,0.7431901,0.0005665534,0.0003218828,0.00003211444,0.006550319,0.0001602074,0.1934396,0.000236443,0.05089292,0.003987475],"study_design_scores_gemma":[0.005567299,0.0006214075,0.8007771,0.0003633149,0.00008068354,0.00009509529,0.000564565,0.001097878,0.00536309,0.00008706837,0.1850385,0.0003439963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884225,0.003348248,0.0001107274,0.0007145475,0.00009816545,0.0003774111,0.00002644217,0.0000665576,0.006835454],"genre_scores_gemma":[0.9888682,0.0009736613,0.003063896,0.00651375,0.0002396632,0.00001089102,0.00001182067,0.00008974425,0.0002283866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1880765,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04272658455405801,"score_gpt":0.3362025173132949,"score_spread":0.2934759327592369,"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."}}